In [ ]:
import nltk 
nltk.download('punkt')

import nltk
nltk.download('averaged_perceptron_tagger')

import nltk
nltk.download('wordnet')

# https://datascienceplus.com/topic-modeling-in-python-with-nltk-and-gensim/

LDA is a topic analysis tool. You can get the probability of association of a word with a topic or topics, but that is all. Semantic similarity is better handled by using the word2vec algorithm. But you can find the similarity between two documents, using LDA. Also you can look at the degree of distributions of words in topics, to at least entertain the idea of finding semantic simliraites in words. For document imilarity you can use, Doc2vec converts each document into a vector, and semantic similarity can be computed by cosine distance as you mentioned.

In [1]:
import nltk
nltk.download('stopwords')

import nltk
nltk.download('brown')
[nltk_data] Downloading package stopwords to
[nltk_data]     /Users/dereksnow/nltk_data...
[nltk_data]   Package stopwords is already up-to-date!
Out[1]:
True
In [2]:
text = open("Airgas Inc2009.txt").read()
In [3]:
import spacy
spacy.load('en')
from spacy.lang.en import English
parser = English()
def tokenize(text):
    lda_tokens = []
    tokens = parser(text)
    for token in tokens:
        if token.orth_.isspace():
            continue
        elif token.like_url:
            lda_tokens.append('URL')
        elif token.orth_.startswith('@'):
            lda_tokens.append('SCREEN_NAME')
        else:
            lda_tokens.append(token.lower_)
    return lda_tokens
In [4]:
import nltk
nltk.download('wordnet')
from nltk.corpus import wordnet as wn
def get_lemma(word):
    lemma = wn.morphy(word)
    if lemma is None:
        return word
    else:
        return lemma
    
from nltk.stem.wordnet import WordNetLemmatizer
def get_lemma2(word):
    return WordNetLemmatizer().lemmatize(word)
[nltk_data] Downloading package wordnet to
[nltk_data]     /Users/dereksnow/nltk_data...
[nltk_data]   Package wordnet is already up-to-date!
In [5]:
nltk.download('stopwords')
en_stop = set(nltk.corpus.stopwords.words('english'))
[nltk_data] Downloading package stopwords to
[nltk_data]     /Users/dereksnow/nltk_data...
[nltk_data]   Package stopwords is already up-to-date!
In [6]:
def prepare_text_for_lda(text):
    tokens = tokenize(text)
    tokens = [token for token in tokens if len(token) > 4]
    tokens = [token for token in tokens if token not in en_stop]
    tokens = [get_lemma(token) for token in tokens]
    return tokens
In [33]:
import random
text_data = []
with open('dataset.csv','w+') as f:
    for line in f:
        tokens = prepare_text_for_lda(line)
        if random.random() > .99:
            print(tokens)
            text_data.append(tokens)
In [34]:
text_data
Out[34]:
[]
In [11]:
from nltk.corpus import brown
brown.fileids()
Out[11]:
['ca01',
 'ca02',
 'ca03',
 'ca04',
 'ca05',
 'ca06',
 'ca07',
 'ca08',
 'ca09',
 'ca10',
 'ca11',
 'ca12',
 'ca13',
 'ca14',
 'ca15',
 'ca16',
 'ca17',
 'ca18',
 'ca19',
 'ca20',
 'ca21',
 'ca22',
 'ca23',
 'ca24',
 'ca25',
 'ca26',
 'ca27',
 'ca28',
 'ca29',
 'ca30',
 'ca31',
 'ca32',
 'ca33',
 'ca34',
 'ca35',
 'ca36',
 'ca37',
 'ca38',
 'ca39',
 'ca40',
 'ca41',
 'ca42',
 'ca43',
 'ca44',
 'cb01',
 'cb02',
 'cb03',
 'cb04',
 'cb05',
 'cb06',
 'cb07',
 'cb08',
 'cb09',
 'cb10',
 'cb11',
 'cb12',
 'cb13',
 'cb14',
 'cb15',
 'cb16',
 'cb17',
 'cb18',
 'cb19',
 'cb20',
 'cb21',
 'cb22',
 'cb23',
 'cb24',
 'cb25',
 'cb26',
 'cb27',
 'cc01',
 'cc02',
 'cc03',
 'cc04',
 'cc05',
 'cc06',
 'cc07',
 'cc08',
 'cc09',
 'cc10',
 'cc11',
 'cc12',
 'cc13',
 'cc14',
 'cc15',
 'cc16',
 'cc17',
 'cd01',
 'cd02',
 'cd03',
 'cd04',
 'cd05',
 'cd06',
 'cd07',
 'cd08',
 'cd09',
 'cd10',
 'cd11',
 'cd12',
 'cd13',
 'cd14',
 'cd15',
 'cd16',
 'cd17',
 'ce01',
 'ce02',
 'ce03',
 'ce04',
 'ce05',
 'ce06',
 'ce07',
 'ce08',
 'ce09',
 'ce10',
 'ce11',
 'ce12',
 'ce13',
 'ce14',
 'ce15',
 'ce16',
 'ce17',
 'ce18',
 'ce19',
 'ce20',
 'ce21',
 'ce22',
 'ce23',
 'ce24',
 'ce25',
 'ce26',
 'ce27',
 'ce28',
 'ce29',
 'ce30',
 'ce31',
 'ce32',
 'ce33',
 'ce34',
 'ce35',
 'ce36',
 'cf01',
 'cf02',
 'cf03',
 'cf04',
 'cf05',
 'cf06',
 'cf07',
 'cf08',
 'cf09',
 'cf10',
 'cf11',
 'cf12',
 'cf13',
 'cf14',
 'cf15',
 'cf16',
 'cf17',
 'cf18',
 'cf19',
 'cf20',
 'cf21',
 'cf22',
 'cf23',
 'cf24',
 'cf25',
 'cf26',
 'cf27',
 'cf28',
 'cf29',
 'cf30',
 'cf31',
 'cf32',
 'cf33',
 'cf34',
 'cf35',
 'cf36',
 'cf37',
 'cf38',
 'cf39',
 'cf40',
 'cf41',
 'cf42',
 'cf43',
 'cf44',
 'cf45',
 'cf46',
 'cf47',
 'cf48',
 'cg01',
 'cg02',
 'cg03',
 'cg04',
 'cg05',
 'cg06',
 'cg07',
 'cg08',
 'cg09',
 'cg10',
 'cg11',
 'cg12',
 'cg13',
 'cg14',
 'cg15',
 'cg16',
 'cg17',
 'cg18',
 'cg19',
 'cg20',
 'cg21',
 'cg22',
 'cg23',
 'cg24',
 'cg25',
 'cg26',
 'cg27',
 'cg28',
 'cg29',
 'cg30',
 'cg31',
 'cg32',
 'cg33',
 'cg34',
 'cg35',
 'cg36',
 'cg37',
 'cg38',
 'cg39',
 'cg40',
 'cg41',
 'cg42',
 'cg43',
 'cg44',
 'cg45',
 'cg46',
 'cg47',
 'cg48',
 'cg49',
 'cg50',
 'cg51',
 'cg52',
 'cg53',
 'cg54',
 'cg55',
 'cg56',
 'cg57',
 'cg58',
 'cg59',
 'cg60',
 'cg61',
 'cg62',
 'cg63',
 'cg64',
 'cg65',
 'cg66',
 'cg67',
 'cg68',
 'cg69',
 'cg70',
 'cg71',
 'cg72',
 'cg73',
 'cg74',
 'cg75',
 'ch01',
 'ch02',
 'ch03',
 'ch04',
 'ch05',
 'ch06',
 'ch07',
 'ch08',
 'ch09',
 'ch10',
 'ch11',
 'ch12',
 'ch13',
 'ch14',
 'ch15',
 'ch16',
 'ch17',
 'ch18',
 'ch19',
 'ch20',
 'ch21',
 'ch22',
 'ch23',
 'ch24',
 'ch25',
 'ch26',
 'ch27',
 'ch28',
 'ch29',
 'ch30',
 'cj01',
 'cj02',
 'cj03',
 'cj04',
 'cj05',
 'cj06',
 'cj07',
 'cj08',
 'cj09',
 'cj10',
 'cj11',
 'cj12',
 'cj13',
 'cj14',
 'cj15',
 'cj16',
 'cj17',
 'cj18',
 'cj19',
 'cj20',
 'cj21',
 'cj22',
 'cj23',
 'cj24',
 'cj25',
 'cj26',
 'cj27',
 'cj28',
 'cj29',
 'cj30',
 'cj31',
 'cj32',
 'cj33',
 'cj34',
 'cj35',
 'cj36',
 'cj37',
 'cj38',
 'cj39',
 'cj40',
 'cj41',
 'cj42',
 'cj43',
 'cj44',
 'cj45',
 'cj46',
 'cj47',
 'cj48',
 'cj49',
 'cj50',
 'cj51',
 'cj52',
 'cj53',
 'cj54',
 'cj55',
 'cj56',
 'cj57',
 'cj58',
 'cj59',
 'cj60',
 'cj61',
 'cj62',
 'cj63',
 'cj64',
 'cj65',
 'cj66',
 'cj67',
 'cj68',
 'cj69',
 'cj70',
 'cj71',
 'cj72',
 'cj73',
 'cj74',
 'cj75',
 'cj76',
 'cj77',
 'cj78',
 'cj79',
 'cj80',
 'ck01',
 'ck02',
 'ck03',
 'ck04',
 'ck05',
 'ck06',
 'ck07',
 'ck08',
 'ck09',
 'ck10',
 'ck11',
 'ck12',
 'ck13',
 'ck14',
 'ck15',
 'ck16',
 'ck17',
 'ck18',
 'ck19',
 'ck20',
 'ck21',
 'ck22',
 'ck23',
 'ck24',
 'ck25',
 'ck26',
 'ck27',
 'ck28',
 'ck29',
 'cl01',
 'cl02',
 'cl03',
 'cl04',
 'cl05',
 'cl06',
 'cl07',
 'cl08',
 'cl09',
 'cl10',
 'cl11',
 'cl12',
 'cl13',
 'cl14',
 'cl15',
 'cl16',
 'cl17',
 'cl18',
 'cl19',
 'cl20',
 'cl21',
 'cl22',
 'cl23',
 'cl24',
 'cm01',
 'cm02',
 'cm03',
 'cm04',
 'cm05',
 'cm06',
 'cn01',
 'cn02',
 'cn03',
 'cn04',
 'cn05',
 'cn06',
 'cn07',
 'cn08',
 'cn09',
 'cn10',
 'cn11',
 'cn12',
 'cn13',
 'cn14',
 'cn15',
 'cn16',
 'cn17',
 'cn18',
 'cn19',
 'cn20',
 'cn21',
 'cn22',
 'cn23',
 'cn24',
 'cn25',
 'cn26',
 'cn27',
 'cn28',
 'cn29',
 'cp01',
 'cp02',
 'cp03',
 'cp04',
 'cp05',
 'cp06',
 'cp07',
 'cp08',
 'cp09',
 'cp10',
 'cp11',
 'cp12',
 'cp13',
 'cp14',
 'cp15',
 'cp16',
 'cp17',
 'cp18',
 'cp19',
 'cp20',
 'cp21',
 'cp22',
 'cp23',
 'cp24',
 'cp25',
 'cp26',
 'cp27',
 'cp28',
 'cp29',
 'cr01',
 'cr02',
 'cr03',
 'cr04',
 'cr05',
 'cr06',
 'cr07',
 'cr08',
 'cr09']
In [13]:
brown.words('cp08')
Out[13]:
['Rachel', 'steered', 'me', 'along', 'toward', 'a', ...]
In [47]:
from nltk.corpus import brown
## loading multiple documents 
data = []
 
for fileid in brown.fileids():
    document = ' '.join(brown.words(fileid))
    data.append(document)
 
NO_DOCUMENTS = len(data)
print(NO_DOCUMENTS)
print(data[:5])
500
["The Fulton County Grand Jury said Friday an investigation of Atlanta's recent primary election produced `` no evidence '' that any irregularities took place . The jury further said in term-end presentments that the City Executive Committee , which had over-all charge of the election , `` deserves the praise and thanks of the City of Atlanta '' for the manner in which the election was conducted . The September-October term jury had been charged by Fulton Superior Court Judge Durwood Pye to investigate reports of possible `` irregularities '' in the hard-fought primary which was won by Mayor-nominate Ivan Allen Jr. . `` Only a relative handful of such reports was received '' , the jury said , `` considering the widespread interest in the election , the number of voters and the size of this city '' . The jury said it did find that many of Georgia's registration and election laws `` are outmoded or inadequate and often ambiguous '' . It recommended that Fulton legislators act `` to have these laws studied and revised to the end of modernizing and improving them '' . The grand jury commented on a number of other topics , among them the Atlanta and Fulton County purchasing departments which it said `` are well operated and follow generally accepted practices which inure to the best interest of both governments '' . Merger proposed However , the jury said it believes `` these two offices should be combined to achieve greater efficiency and reduce the cost of administration '' . The City Purchasing Department , the jury said , `` is lacking in experienced clerical personnel as a result of city personnel policies '' . It urged that the city `` take steps to remedy '' this problem . Implementation of Georgia's automobile title law was also recommended by the outgoing jury . It urged that the next Legislature `` provide enabling funds and re-set the effective date so that an orderly implementation of the law may be effected '' . The grand jury took a swipe at the State Welfare Department's handling of federal funds granted for child welfare services in foster homes . `` This is one of the major items in the Fulton County general assistance program '' , the jury said , but the State Welfare Department `` has seen fit to distribute these funds through the welfare departments of all the counties in the state with the exception of Fulton County , which receives none of this money . The jurors said they realize `` a proportionate distribution of these funds might disable this program in our less populous counties '' . Nevertheless , `` we feel that in the future Fulton County should receive some portion of these available funds '' , the jurors said . `` Failure to do this will continue to place a disproportionate burden '' on Fulton taxpayers . The jury also commented on the Fulton ordinary's court which has been under fire for its practices in the appointment of appraisers , guardians and administrators and the awarding of fees and compensation . Wards protected The jury said it found the court `` has incorporated into its operating procedures the recommendations '' of two previous grand juries , the Atlanta Bar Association and an interim citizens committee . `` These actions should serve to protect in fact and in effect the court's wards from undue costs and its appointed and elected servants from unmeritorious criticisms '' , the jury said . Regarding Atlanta's new multi-million-dollar airport , the jury recommended `` that when the new management takes charge Jan. 1 the airport be operated in a manner that will eliminate political influences '' . The jury did not elaborate , but it added that `` there should be periodic surveillance of the pricing practices of the concessionaires for the purpose of keeping the prices reasonable '' . Ask jail deputies On other matters , the jury recommended that : ( 1 ) Four additional deputies be employed at the Fulton County Jail and `` a doctor , medical intern or extern be employed for night and weekend duty at the jail '' . ( 2 ) Fulton legislators `` work with city officials to pass enabling legislation that will permit the establishment of a fair and equitable '' pension plan for city employes . The jury praised the administration and operation of the Atlanta Police Department , the Fulton Tax Commissioner's Office , the Bellwood and Alpharetta prison farms , Grady Hospital and the Fulton Health Department . Mayor William B. Hartsfield filed suit for divorce from his wife , Pearl Williams Hartsfield , in Fulton Superior Court Friday . His petition charged mental cruelty . The couple was married Aug. 2 , 1913 . They have a son , William Berry Jr. , and a daughter , Mrs. J. M. Cheshire of Griffin . Attorneys for the mayor said that an amicable property settlement has been agreed upon . The petition listed the mayor's occupation as `` attorney '' and his age as 71 . It listed his wife's age as 74 and place of birth as Opelika , Ala. . The petition said that the couple has not lived together as man and wife for more than a year . The Hartsfield home is at 637 E. Pelham Rd. Aj . Henry L. Bowden was listed on the petition as the mayor's attorney . Hartsfield has been mayor of Atlanta , with exception of one brief interlude , since 1937 . His political career goes back to his election to city council in 1923 . The mayor's present term of office expires Jan. 1 . He will be succeeded by Ivan Allen Jr. , who became a candidate in the Sept. 13 primary after Mayor Hartsfield announced that he would not run for reelection . Georgia Republicans are getting strong encouragement to enter a candidate in the 1962 governor's race , a top official said Wednesday . Robert Snodgrass , state GOP chairman , said a meeting held Tuesday night in Blue Ridge brought enthusiastic responses from the audience . State Party Chairman James W. Dorsey added that enthusiasm was picking up for a state rally to be held Sept. 8 in Savannah at which newly elected Texas Sen. John Tower will be the featured speaker . In the Blue Ridge meeting , the audience was warned that entering a candidate for governor would force it to take petitions out into voting precincts to obtain the signatures of registered voters . Despite the warning , there was a unanimous vote to enter a candidate , according to Republicans who attended . When the crowd was asked whether it wanted to wait one more term to make the race , it voted no -- and there were no dissents . The largest hurdle the Republicans would have to face is a state law which says that before making a first race , one of two alternative courses must be taken : 1 Five per cent of the voters in each county must sign petitions requesting that the Republicans be allowed to place names of candidates on the general election ballot , or 2 The Republicans must hold a primary under the county unit system -- a system which the party opposes in its platform . Sam Caldwell , State Highway Department public relations director , resigned Tuesday to work for Lt. Gov. Garland Byrd's campaign . Caldwell's resignation had been expected for some time . He will be succeeded by Rob Ledford of Gainesville , who has been an assistant more than three years . When the gubernatorial campaign starts , Caldwell is expected to become a campaign coordinator for Byrd . The Georgia Legislature will wind up its 1961 session Monday and head for home -- where some of the highway bond money it approved will follow shortly . Before adjournment Monday afternoon , the Senate is expected to approve a study of the number of legislators allotted to rural and urban areas to determine what adjustments should be made . Gov. Vandiver is expected to make the traditional visit to both chambers as they work toward adjournment . Vandiver likely will mention the $100 million highway bond issue approved earlier in the session as his first priority item . Construction bonds Meanwhile , it was learned the State Highway Department is very near being ready to issue the first $30 million worth of highway reconstruction bonds . The bond issue will go to the state courts for a friendly test suit to test the validity of the act , and then the sales will begin and contracts let for repair work on some of Georgia's most heavily traveled highways . A Highway Department source said there also is a plan there to issue some $3 million to $4 million worth of Rural Roads Authority bonds for rural road construction work . A revolving fund The department apparently intends to make the Rural Roads Authority a revolving fund under which new bonds would be issued every time a portion of the old ones are paid off by tax authorities . Vandiver opened his race for governor in 1958 with a battle in the Legislature against the issuance of $50 million worth of additional rural roads bonds proposed by then Gov. Marvin Griffin . The Highway Department source told The Constitution , however , that Vandiver has not been consulted yet about the plans to issue the new rural roads bonds . Schley County Rep. B. D. Pelham will offer a resolution Monday in the House to rescind the body's action of Friday in voting itself a $10 per day increase in expense allowances . Pelham said Sunday night there was research being done on whether the `` quickie '' vote on the increase can be repealed outright or whether notice would have to first be given that reconsideration of the action would be sought . While emphasizing that technical details were not fully worked out , Pelham said his resolution would seek to set aside the privilege resolution which the House voted through 87-31 . A similar resolution passed in the Senate by a vote of 29-5 . As of Sunday night , there was no word of a resolution being offered there to rescind the action . Pelham pointed out that Georgia voters last November rejected a constitutional amendment to allow legislators to vote on pay raises for future Legislature sessions . A veteran Jackson County legislator will ask the Georgia House Monday to back federal aid to education , something it has consistently opposed in the past . Rep. Mac Barber of Commerce is asking the House in a privilege resolution to `` endorse increased federal support for public education , provided that such funds be received and expended '' as state funds . Barber , who is in his 13th year as a legislator , said there `` are some members of our congressional delegation in Washington who would like to see it ( the resolution ) passed '' . But he added that none of Georgia's congressmen specifically asked him to offer the resolution . The resolution , which Barber tossed into the House hopper Friday , will be formally read Monday . It says that `` in the event Congress does provide this increase in federal funds '' , the State Board of Education should be directed to `` give priority '' to teacher pay raises . Colquitt -- After a long , hot controversy , Miller County has a new school superintendent , elected , as a policeman put it , in the `` coolest election I ever saw in this county '' . The new school superintendent is Harry Davis , a veteran agriculture teacher , who defeated Felix Bush , a school principal and chairman of the Miller County Democratic Executive Committee . Davis received 1,119 votes in Saturday's election , and Bush got 402 . Ordinary Carey Williams , armed with a pistol , stood by at the polls to insure order . `` This was the coolest , calmest election I ever saw '' , Colquitt Policeman Tom Williams said . `` Being at the polls was just like being at church . I didn't smell a drop of liquor , and we didn't have a bit of trouble '' . The campaign leading to the election was not so quiet , however . It was marked by controversy , anonymous midnight phone calls and veiled threats of violence . The former county school superintendent , George P. Callan , shot himself to death March 18 , four days after he resigned his post in a dispute with the county school board . During the election campaign , both candidates , Davis and Bush , reportedly received anonymous telephone calls . Ordinary Williams said he , too , was subjected to anonymous calls soon after he scheduled the election . Many local citizens feared that there would be irregularities at the polls , and Williams got himself a permit to carry a gun and promised an orderly election . Sheriff Felix Tabb said the ordinary apparently made good his promise . `` Everything went real smooth '' , the sheriff said . `` There wasn't a bit of trouble '' .", "Austin , Texas -- Committee approval of Gov. Price Daniel's `` abandoned property '' act seemed certain Thursday despite the adamant protests of Texas bankers . Daniel personally led the fight for the measure , which he had watered down considerably since its rejection by two previous Legislatures , in a public hearing before the House Committee on Revenue and Taxation . Under committee rules , it went automatically to a subcommittee for one week . But questions with which committee members taunted bankers appearing as witnesses left little doubt that they will recommend passage of it . Daniel termed `` extremely conservative '' his estimate that it would produce 17 million dollars to help erase an anticipated deficit of 63 million dollars at the end of the current fiscal year next Aug. 31 . He told the committee the measure would merely provide means of enforcing the escheat law which has been on the books `` since Texas was a republic '' . It permits the state to take over bank accounts , stocks and other personal property of persons missing for seven years or more . The bill , which Daniel said he drafted personally , would force banks , insurance firms , pipeline companies and other corporations to report such property to the state treasurer . The escheat law cannot be enforced now because it is almost impossible to locate such property , Daniel declared . Dewey Lawrence , a Tyler lawyer representing the Texas Bankers Association , sounded the opposition keynote when he said it would force banks to violate their contractual obligations with depositors and undermine the confidence of bank customers . `` If you destroy confidence in banks , you do something to the economy '' , he said . `` You take out of circulation many millions of dollars '' . Rep. Charles E. Hughes of Sherman , sponsor of the bill , said a failure to enact it would amount `` to making a gift out of the taxpayers' pockets to banks , insurance and pipeline companies '' . His contention was denied by several bankers , including Scott Hudson of Sherman , Gaynor B. Jones of Houston , J. B. Brady of Harlingen and Howard Cox of Austin . Cox argued that the bill is `` probably unconstitutional '' since , he said , it would impair contracts . He also complained that not enough notice was given on the hearing , since the bill was introduced only last Monday . Austin , Texas -- Senators unanimously approved Thursday the bill of Sen. George Parkhouse of Dallas authorizing establishment of day schools for the deaf in Dallas and the four other largest counties . The bill is designed to provide special schooling for more deaf students in the scholastic age at a reduced cost to the state . There was no debate as the Senate passed the bill on to the House . It would authorize the Texas Education Agency to establish county-wide day schools for the deaf in counties of 300,000 or more population , require deaf children between 6 and 13 years of age to attend the day schools , permitting older ones to attend the residential Texas School for the Deaf here . Operating budget for the day schools in the five counties of Dallas , Harris , Bexar , Tarrant and El Paso would be $451,500 , which would be a savings of $157,460 yearly after the first year's capital outlay of $88,000 was absorbed , Parkhouse told the Senate . The TEA estimated there would be 182 scholastics to attend the day school in Dallas County , saving them from coming to Austin to live in the state deaf school . Dallas may get to hear a debate on horse race parimutuels soon between Reps. V. E. ( Red ) Berry and Joe Ratcliff . While details are still to be worked out , Ratcliff said he expects to tell home folks in Dallas why he thinks Berry's proposed constitutional amendment should be rejected . `` We're getting more ' pro ' letters than ' con ' on horse race betting '' , said Ratcliff . `` But I believe if people were better informed on this question , most of them would oppose it also . I'm willing to stake my political career on it '' . Rep. Berry , an ex-gambler from San Antonio , got elected on his advocacy of betting on the ponies . A House committee which heard his local option proposal is expected to give it a favorable report , although the resolution faces hard sledding later . The house passed finally , and sent to the Senate , a bill extending the State Health Department's authority to give planning assistance to cities . The senate quickly whipped through its meager fare of House bills approved by committees , passing the three on the calendar . One validated acts of school districts . Another enlarged authority of the Beaumont Navigation District . The third amended the enabling act for creation of the Lamar county Hospital District , for which a special constitutional amendment previously was adopted . Without dissent , senators passed a bill by Sen. A. R. Schwartz of Galveston authorizing establishment in the future of a school for the mentally retarded in the Gulf Coast district . Money for its construction will be sought later on but in the meantime the State Hospital board can accept gifts and donations of a site . Two tax revision bills were passed . One , by Sen. Louis Crump of San Saba , would aid more than 17,000 retailers who pay a group of miscellaneous excise taxes by eliminating the requirement that each return be notarized . Instead , retailers would sign a certificate of correctness , violation of which would carry a penalty of one to five years in prison , plus a $1,000 fine . It was one of a series of recommendations by the Texas Research League . The other bill , by Sen. A. M. Aikin Jr. of Paris , would relieve real estate brokers , who pay their own annual licensing fee , from the $12 annual occupation license on brokers in such as stocks and bonds . Natural gas public utility companies would be given the right of eminent domain , under a bill by Sen. Frank Owen 3 , of El Paso , to acquire sites for underground storage reservoirs for gas . Marshall Formby of Plainview , former chairman of the Texas Highway Commission , suggested a plan to fill by appointment future vacancies in the Legislature and Congress , eliminating the need for costly special elections . Under Formby's plan , an appointee would be selected by a board composed of the governor , lieutenant governor , speaker of the House , attorney general and chief justice of the Texas Supreme Court . Austin , Texas -- State representatives decided Thursday against taking a poll on what kind of taxes Texans would prefer to pay . An adverse vote of 81 to 65 kept in the State Affairs Committee a bill which would order the referendum on the April 4 ballot , when Texas votes on a U.S. senator . Rep. Wesley Roberts of Seminole , sponsor of the poll idea , said that further delay in the committee can kill the bill . The West Texan reported that he had finally gotten Chairman Bill Hollowell of the committee to set it for public hearing on Feb. 22 . The proposal would have to receive final legislative approval , by two-thirds majorities , before March 1 to be printed on the April 4 ballot , Roberts said . Opponents generally argued that the ballot couldn't give enough information about tax proposals for the voters to make an intelligent choice . All Dallas members voted with Roberts , except Rep. Bill Jones , who was absent . Austin , Texas -- Paradise lost to the alleged water needs of Texas' big cities Thursday . Rep. James Cotten of Weatherford insisted that a water development bill passed by the Texas House of Representatives was an effort by big cities like Dallas and Fort Worth to cover up places like Paradise , a Wise County hamlet of 250 people . When the shouting ended , the bill passed , 114 to 4 , sending it to the Senate , where a similar proposal is being sponsored by Sen. George Parkhouse of Dallas . Most of the fire was directed by Cotten against Dallas and Sen. Parkhouse . The bill would increase from $5,000,000 to $15,000,000 the maximum loan the state could make to a local water project . Cotten construed this as a veiled effort by Parkhouse to help Dallas and other large cities get money which Cotten felt could better be spent providing water for rural Texas . Statements by other legislators that Dallas is paying for all its water program by local bonds , and that less populous places would benefit most by the pending bill , did not sway Cotten's attack . The bill's defenders were mostly small-town legislators like J. W. Buchanan of Dumas , Eligio ( Kika ) De La Garza of Mission , Sam F. Collins of Newton and Joe Chapman of Sulphur Springs . `` This is a poor boy's bill '' , said Chapman . `` Dallas and Fort Worth can vote bonds . This would help the little peanut districts '' . Austin , Texas -- A Houston teacher , now serving in the Legislature , proposed Thursday a law reducing the time spent learning `` educational methods '' . Rep. Henry C. Grover , who teaches history in the Houston public schools , would reduce from 24 to 12 semester hours the so-called `` teaching methods '' courses required to obtain a junior or senior high school teaching certificate . A normal year's work in college is 30 semester hours . Grover also would require junior-senior high teachers to have at least 24 semester hours credit in the subject they are teaching . The remainder of the 4-year college requirement would be in general subjects . `` A person with a master's degree in physics , chemistry , math or English , yet who has not taken Education courses , is not permitted to teach in the public schools '' , said Grover . College teachers in Texas are not required to have the Education courses . Fifty-three of the 150 representatives immediately joined Grover as co-signers of the proposal . Paris , Texas ( sp. ) -- The board of regents of Paris Junior College has named Dr. Clarence Charles Clark of Hays , Kan. as the school's new president . Dr. Clark will succeed Dr. J. R. McLemore , who will retire at the close of the present school term . Dr. Clark holds an earned Doctor of Education degree from the University of Oklahoma . He also received a Master of Science degree from Texas A & I College and a Bachelor of Science degree from Southwestern State College , Weatherford , Okla. . In addition , Dr. Clark has studied at Rhode Island State College and Massachusetts Institute of Technology . During his college career , Dr. Clark was captain of his basketball team and was a football letterman . Dr. Clark has served as teacher and principal in Oklahoma high schools , as teacher and athletic director at Raymondville , Texas , High School , as an instructor at the University of Oklahoma , and as an associate professor of education at Fort Hays , Kan. , State College . He has served as a border patrolman and was in the Signal Corps of the U.S. Army . Denton , Texas ( sp. ) -- Principals of the 13 schools in the Denton Independent School District have been re-elected for the 1961-62 session upon the recommendation of Supt. Chester O. Strickland . State and federal legislation against racial discrimination in employment was called for yesterday in a report of a `` blue ribbon '' citizens committee on the aid to dependent children program . The report , culminating a year long study of the ADC program in Cook county by a New York City welfare consulting firm , listed 10 long range recommendations designed to reduce the soaring ADC case load . The report called racial discrimination in employment `` one of the most serious causes of family breakdown , desertion , and ADC dependency '' . `` Must solve problem '' The monthly cost of ADC to more than 100,000 recipients in the county is 4.4 million dollars , said C. Virgil Martin , president of Carson Pirie Scott & Co. , committee chairman . `` We must solve the problems which have forced these people to depend upon ADC for subsistence '' , Martin said . The volume of ADC cases will decrease , Martin reported , when the community is able to deal effectively with two problems : Relatively limited skills and discrimination in employment because of color . These , he said , are `` two of the principal underlying causes for family breakups leading to ADC '' . Calls for extension Other recommendations made by the committee are : Extension of the ADC program to all children in need living with any relatives , including both parents , as a means of preserving family unity . Research projects as soon as possible on the causes and prevention of dependency and illegitimacy .", "Several defendants in the Summerdale police burglary trial made statements indicating their guilt at the time of their arrest , Judge James B. Parsons was told in Criminal court yesterday . The disclosure by Charles Bellows , chief defense counsel , startled observers and was viewed as the prelude to a quarrel between the six attorneys representing the eight former policemen now on trial . Bellows made the disclosure when he asked Judge Parsons to grant his client , Alan Clements , 30 , a separate trial . Bellows made the request while the all-woman jury was out of the courtroom . Fears prejudicial aspects `` The statements may be highly prejudicial to my client '' , Bellows told the court . `` Some of the defendants strongly indicated they knew they were receiving stolen property . It is impossible to get a fair trial when some of the defendants made statements involving themselves and others '' . Judge Parsons leaned over the bench and inquired , `` You mean some of the defendants made statements admitting this '' ? ? `` Yes , your honor '' , replied Bellows . `` What this amounts to , if true , is that there will be a free-for-all fight in this case . There is a conflict among the defendants '' . Washington , July 24 -- President Kennedy today pushed aside other White House business to devote all his time and attention to working on the Berlin crisis address he will deliver tomorrow night to the American people over nationwide television and radio . The President spent much of the week-end at his summer home on Cape Cod writing the first drafts of portions of the address with the help of White House aids in Washington with whom he talked by telephone . Shortly after the Chief Executive returned to Washington in midmorning from Hyannis Port , Mass. , a White House spokesman said the address text still had `` quite a way to go '' toward completion . Decisions are made Asked to elaborate , Pierre Salinger , White House press secretary , replied , `` I would say it's got to go thru several more drafts '' . Salinger said the work President Kennedy , advisers , and members of his staff were doing on the address involved composition and wording , rather than last minute decisions on administration plans to meet the latest Berlin crisis precipitated by Russia's demands and proposals for the city . The last 10 cases in the investigation of the Nov. 8 election were dismissed yesterday by Acting Judge John M. Karns , who charged that the prosecution obtained evidence `` by unfair and fundamentally illegal means '' . Karns said that the cases involved a matter `` of even greater significance than the guilt or innocence '' of the 50 persons . He said evidence was obtained `` in violation of the legal rights of citizens '' . Karns' ruling pertained to eight of the 10 cases . In the two other cases he ruled that the state had been `` unable to make a case '' . Contempt proceedings originally had been brought against 677 persons in 133 precincts by Morris J. Wexler , special prosecutor . Issue jury subpoenas Wexler admitted in earlier court hearings that he issued grand jury subpenas to about 200 persons involved in the election investigation , questioned the individuals in the Criminal courts building , but did not take them before the grand jury . Mayer Goldberg , attorney for election judges in the 58th precinct of the 23d ward , argued this procedure constituted intimidation . Wexler has denied repeatedly that coercion was used in questioning . Karns said it was a `` wrongful act '' for Wexler to take statements `` privately and outside of the grand jury room '' . He said this constituted a `` very serious misuse '' of the Criminal court processes . `` Actually , the abuse of the process may have constituted a contempt of the Criminal court of Cook county , altho vindication of the authority of that court is not the function of this court '' , said Karns , who is a City judge in East St. Louis sitting in Cook County court . Faced seven cases Karns had been scheduled this week to hear seven cases involving 35 persons . Wexler had charged the precinct judges in these cases with `` complementary '' miscount of the vote , in which votes would be taken from one candidate and given to another . The cases involved judges in the 33d , 24th , and 42d precincts of the 31st ward , the 21st and 28th precincts of the 29th ward , the 18th precinct of the 4th ward , and the 9th precinct of the 23d ward . The case of the judges in the 58th precinct of the 23d ward had been heard previously and taken under advisement by Karns . Two other cases also were under advisement . Claims precedent lacking After reading his statement discharging the 23d ward case , Karns told Wexler that if the seven cases scheduled for trial also involved persons who had been subpenaed , he would dismiss them . Washington , Feb. 9 -- President Kennedy today proposed a mammoth new medical care program whereby social security taxes on 70 million American workers would be raised to pay the hospital and some other medical bills of 14.2 million Americans over 65 who are covered by social security or railroad retirement programs . The President , in a special message to Congress , tied in with his aged care plan requests for large federal grants to finance medical and dental scholarships , build 20 new medical and 20 new dental schools , and expand child health care and general medical research . The aged care plan , similar to one the President sponsored last year as a senator , a fight on Capitol hill . It was defeated in Congress last year . Cost up to $37 a year It would be financed by boosting the social security payroll tax by as much as $37 a year for each of the workers now paying such taxes . The social security payroll tax is now 6 per cent -- 3 per cent on each worker and employer -- on the first $4,800 of pay per year . The Kennedy plan alone would boost the base to $5,000 a year and the payroll tax to 6.5 per cent -- 3.25 per cent each . Similar payroll tax boosts would be imposed on those under the railroad retirement system . The payroll tax would actually rise to 7.5 per cent starting Jan. 1 , 1963 , if the plan is approved , because the levy is already scheduled to go up by 1 per cent on that date to pay for other social security costs . Outlays would increase Officials estimated the annual tax boost for the medical plan would amount to 1.5 billion dollars and that medical benefits paid out would run 1 billion or more in the first year , 1963 . Both figures would go higher in later years . Other parts of the Kennedy health plan would entail federal grants of 750 million to 1 billion dollars over the next 10 years . These would be paid for out of general , not payroll , taxes . Nursing home care The aged care plan carries these benefits for persons over 65 who are under the social security and railroad retirement systems : 1 Full payment of hospital bills for stays up to 90 days for each illness , except that the patient would pay $10 a day of the cost for the first nine days . 2 Full payment of nursing home bills for up to 180 days following discharge from a hospital . A patient could receive up to 300 days paid-for nursing home care under a `` unit formula '' allowing more of such care for those who use none or only part of the hospital-care credit . 3 Hospital outpatient clinic diagnostic service for all costs in excess of $20 a patient . 4 Community visiting nurse services at home for up to 240 days an illness . The President noted that Congress last year passed a law providing grants to states to help pay medical bills of the needy aged . Calls proposal modest He said his plan is designed to `` meet the needs of those millions who have no wish to receive care at the taxpayers' expense , but who are nevertheless staggered by the drain on their savings -- or those of their children -- caused by an extended hospital stay '' . `` This is a very modest proposal cut to meet absolutely essential needs '' , he said , `` and with sufficient ' deductible ' requirements to discourage any malingering or unnecessary overcrowding of our hospitals . `` This is not a program of socialized medicine . It is a program of prepayment of health costs with absolute freedom of choice guaranteed . Every person will choose his own doctor and hospital '' . Wouldn't pay doctors The plan does not cover doctor bills . They would still be paid by the patient . Apart from the aged care plan the President's most ambitious and costly proposals were for federal scholarships , and grants to build or enlarge medical and dental schools . The President said the nation's 92 medical and 47 dental schools cannot now handle the student load needed to meet the rising need for health care . Moreover , he said , many qualified young people are not going into medicine and dentistry because they can't afford the schooling costs . Contributions to schools The scholarship plan would provide federal contributions to each medical and dental school equal to $1,500 a year for one-fourth of the first year students . The schools could use the money to pay 4-year scholarships , based on need , of up to $2,000 a year per student . In addition , the government would pay a $1,000 `` cost of education '' grant to the schools for each $1,500 in scholarship grants . Officials estimated the combined programs would cost 5.1 million dollars the first year and would go up to 21 millions by 1966 . The President recommended federal `` matching grants '' totaling 700 million dollars in 10 years for constructing new medical and dental schools or enlarging the capacity of existing ones . More for nursing homes In the area of `` community health services '' , the President called for doubling the present 10 million dollar a year federal grants for nursing home construction . He asked for another 10 million dollar `` initial '' appropriation for `` stimulatory grants '' to states to improve nursing homes . He further proposed grants of an unspecified sum for experimental hospitals . In the child health field , the President said he will recommend later an increase in funds for programs under the children's bureau . He also asked Congress to approve establishment of a national child health institute . Asks research funds The President said he will ask Congress to increase grants to states for vocational rehabilitation . He did not say by how much . For medical research he asked a 20 million dollar a year increase , from 30 to 50 millions , in matching grants for building research facilities . The President said he will also propose increasing , by an unspecified amount , the 540 million dollars in the 1961-62 budget for direct government research in medicine . The President said his proposals combine the `` indispensable elements in a sound health program -- people , knowledge , services , facilities , and the means to pay for them '' . Reaction as expected Congressional reaction to the message was along expected lines . Legislators who last year opposed placing aged-care under the social security system criticized the President's plan . Those who backed a similar plan last year hailed the message . Senate Republican Leader Dirksen ( Ill. ) and House Republican Leader Charles Halleck ( Ind. ) said the message did not persuade them to change their opposition to compulsory medical insurance . Halleck said the voluntary care plan enacted last year should be given a fair trial first . House Speaker Sam Rayburn ( D. , Tex. ) called the Kennedy program `` a mighty fine thing '' , but made no prediction on its fate in the House . Washington , Feb. 9 -- Acting hastily under White House pressure , the Senate tonight confirmed Robert C. Weaver as the nation's federal housing chief . Only 11 senators were on the floor and there was no record vote . A number of scattered `` ayes '' and `` noes '' was heard . Customary Senate rules were ignored in order to speed approval of the Negro leader as administrator of the housing and home finance agency . In the last eight years , all Presidential appointments , including those of cabinet rank , have been denied immediate action because of a Senate rule requiring at least a 24 hour delay after they are reported to the floor . Enforce by demand The rule was enforced by demand of Sen. Wayne Morse ( D. , Ore. ) in connection with President Eisenhower's cabinet selections in 1953 and President Kennedy's in 1961 .", "Oslo The most positive element to emerge from the Oslo meeting of North Atlantic Treaty Organization Foreign Ministers has been the freer , franker , and wider discussions , animated by much better mutual understanding than in past meetings . This has been a working session of an organization that , by its very nature , can only proceed along its route step by step and without dramatic changes . In Oslo , the ministers have met in a climate of candor , and made a genuine attempt to get information and understanding one another's problems . This atmosphere of understanding has been particularly noticeable where relations are concerned between the `` colonialist '' powers and those who have never , or not for a long time , had such problems . The nightmare of a clash between those in trouble in Africa , exacerbated by the difficulties , changes , and tragedies facing them , and other allies who intellectually and emotionally disapprove of the circumstances that have brought these troubles about , has been conspicuous by its absence . Explosion avoided In the case of Portugal , which a few weeks ago was rumored ready to walk out of the NATO Council should critics of its Angola policy prove harsh , there has been a noticeable relaxation of tension . The general , remarkably courteous , explanation has left basic positions unchanged , but there has been no explosion in the council . There should even be no more bitter surprises in the UN General Assembly as to NATO members' votes , since a new ad hoc NATO committee has been set up so that in the future such topics as Angola will be discussed in advance . Canada alone has been somewhat out of step with the Oslo attempt to get all the allied cars back on the track behind the NATO locomotive . Even Norway , despite daily but limited manifestations against atomic arms in the heart of this northernmost capital of the alliance , is today closer to the NATO line . On the negative side of the balance sheet must be set some disappointment that the United States leadership has not been as much in evidence as hoped for . One diplomat described the tenor of Secretary of State Dean Rusk's speeches as `` inconclusive '' . But he hastened to add that , if United States policies were not always clear , despite Mr. Rusk's analysis of the various global danger points and setbacks for the West , this may merely mean the new administration has not yet firmly fixed its policy . Exploratory mood A certain vagueness may also be caused by tactical appreciation of the fact that the present council meeting is a semipublic affair , with no fewer than six Soviet correspondents accredited . The impression has nevertheless been given during these three days , despite Mr. Rusk's personal popularity , that the United States delegation came to Oslo in a somewhat tentative and exploratory frame of mind , more ready to listen and learn than to enunciate firm policy on a global scale with detailed application to individual danger spots . The Secretary of State himself , in his first speech , gave some idea of the tremendous march of events inside and outside the United States that has preoccupied the new administration in the past four months . But where the core of NATO is concerned , the Secretary of State has not only reiterated the United States' profound attachment to the alliance , `` cornerstone '' of its foreign policy , but has announced that five nuclear submarines will eventually be at NATO's disposal in European waters . The Secretary of State has also solemnly repeated a warning to the Soviet Union that the United States will not stand for another setback in Berlin , an affirmation once again taken up by the council as a whole . Conflict surveyed The secretary's greatest achievement is perhaps the rekindling of NATO realization that East-West friction , wherever it take place around the globe , is in essence the general conflict between two entirely different societies , and must be treated as such without regard to geographical distance or lack of apparent connection . The annual spring meeting has given an impetus in three main directions : more , deeper , and more timely political consultation within the alliance , the use of the Organization for Economic Cooperation and Development ( when ratified ) as a method of coordinating aid to the underdeveloped countries , and the need for strengthening conventional forces as well as the maintenance of the nuclear deterrent . This increase in the `` threshold '' , as the conventional forces strengthening is called , will prove one of the alliance's most difficult problems in the months to come . Each ally will have to carry out obligations long since laid down , but never completely fulfilled . Washington The Kennedy administration moves haltingly toward a Geneva conference on Laos just as serious debate over its foreign policy erupts for the first time . There is little optimism here that the Communists will be any more docile at the conference table than they were in military actions on the ground in Laos . The United States , State Department officials explain , now is mainly interested in setting up an international inspection system which will prevent Laos from being used as a base for Communist attacks on neighboring Thailand and South Viet Nam . They count on the aid of the neutral countries attending the Geneva conference to achieve this . The United States hopes that any future Lao Cabinet would not become Communist dominated . But it is apparent that no acceptable formula has been found to prevent such a possibility . Policies modified The inclination here is to accept a de facto cease-fire in Laos , rather than continue to insist on a verification of the cease-fire by the international control commission before participating in the Geneva conference . This is another of the modifications of policy on Laos that the Kennedy administration has felt compelled to make . It excuses these actions as being the chain reaction to basic errors made in the previous administration . Its spokesmen insist that there has not been time enough to institute reforms in military and economic aid policies in the critical areas . But with the months moving on -- and the immediate confrontations with the Communists showing no gain for the free world -- the question arises : How effective have Kennedy administration first foreign policy decisions been in dealing with Communist aggression ? ? Former Vice-President Richard M. Nixon in Detroit called for a firmer and tougher policy toward the Soviet Union . He was critical of what he feels is President Kennedy's tendency to be too conciliatory . GOP restrained It does not take a Gallup poll to find out that most Republicans in Congress feel this understates the situation as Republicans see it . They can hardly restrain themselves from raising the question of whether Republicans , if they had been in power , would have made `` amateurish and monumental blunders '' in Cuba . One Republican senator told this correspondent that he was constantly being asked why he didn't attack the Kennedy administration on this score . His reply , he said , was that he agreed to the need for unity in the country now . But he further said that it was better politics to let others question the wisdom of administration policies first . The Republicans some weeks ago served notice through Senator Thruston B. Morton ( R ) of Kentucky , chairman of the Republican National Committee , that the Kennedy administration would be held responsible if the outcome in Laos was a coalition government susceptible of Communist domination . Kennedy administration policies also have been assailed now from another direction by 70 Harvard , Boston University , Brandeis , and Massachusetts Institute of Technology educators . Detente urged This group pleads with the administration to `` give no further support for the invasion of Cuba by exile groups '' . It recommends that the United States `` seek instead to detach the Castro regime from the Communist bloc by working for a diplomatic detente and a resumption of trade relations ; ; and concentrate its constructive efforts on eliminating in other parts of Latin America the social conditions on which totalitarian nationalism feeds '' . Mr. Nixon , for his part , would oppose intervention in Cuba without specific provocation . But he did recommend that President Kennedy state clearly that if Communist countries shipped any further arms to Cuba that it would not be tolerated . Until the Cuban fiasco and the Communist military victories in Laos , almost any observer would have said that President Kennedy had blended a program that respected , generally , the opinions voiced both by Mr. Nixon and the professors . Aid plans revamped Very early in his administration he informed the Kremlin through diplomatic channels , a high official source disclosed , that the new administration would react even tougher than the Eisenhower administration would during the formative period of the administration . Strenuous efforts were made to remove pin pricking from administration statements . Policies on nuclear test ban negotiations were reviewed and changed . But thus far there has been no response in kind . Foreign aid programs were revamped to give greater emphasis to economic aid and to encourage political reform in recipient nations . In Laos , the administration looked at the Eisenhower administration efforts to show determination by sailing a naval fleet into Southeast Asian waters as a useless gesture . Again and again it asked the Communists to `` freeze '' the military situation in Laos . But the Communists aided the Pathet Lao at an even faster rate . And after several correspondents went into Pathet Lao territory and exposed the huge build-up , administration spokesmen acclaimed them for performing a `` great service '' and laid the matter before the Southeast Asia Treaty Organization . SEATO was steamed up and prepared contingency plans for coping with the military losses in Laos . But the Communists never gave sufficient provocation at any one time for the United States to want to risk a limited or an all-out war over Laos . ( Some SEATO nations disagreed , however . ) There was the further complication that the administration had very early concluded that Laos was ill suited to be an ally , unlike its more determined neighbors , Thailand and South Viet Nam . The administration declared itself in favor of a neutralized Laos . The pro-Western government , which the United States had helped in a revolt against the Souvanna Phouma `` neutralist '' government , never did appear to spark much fighting spirit in the Royal Lao Army . There certainly was not any more energy displayed after it was clear the United States would not back the pro-Western government to the hilt . If the administration ever had any ideas that it could find an acceptable alternative to Prince Souvanna Phouma , whom it felt was too trusting of Communists , it gradually had to relinquish them . One factor was the statement of Senator J. W. Fulbright ( D ) of Arkansas , chairman of the Senate Foreign Relations Committee . He declared on March 25 that the United States had erred a year and a half ago by `` encouraging the removal '' of Prince Souvanna . Washington The White House is taking extraordinary steps to check the rapid growth of juvenile delinquency in the United States . The President is deeply concerned over this problem and its effect upon the `` vitality of the nation '' . In an important assertion of national leadership in this field , he has issued an executive order establishing the President's committee on Juvenile Delinquency and Crime , to be supported and assisted by a Citizens Advisory Council of recognized authorities on juvenile problems . The President asks the support and cooperation of Congress in his efforts through the enactment of legislation to provide federal grants to states for specified efforts in combating this disturbing crime trend . Offenses multiply The President has also called upon the Attorney General , the Secretary of Health , Education and Welfare , and the Secretary of Labor to coordinate their efforts `` in the development of a program of federal leadership to assist states and local communities in their efforts to cope with the problem . Simultaneously the President announced Thursday the appointment of David L. Hackett , a special assistant to the Attorney General , as executive director of the new Committee on Juvenile Delinquency and Youth Crime . His sense of urgency in this matter stems from the fact that court cases and juvenile arrests have more than doubled since 1948 , each year showing an increase in offenders . Among arrests reported by the Federal Bureau of Investigation in 1959 , about half for burglary and larceny involved persons under 18 years of age .", "East Providence should organize its civil defense setup and begin by appointing a full-time director , Raymond H. Hawksley , the present city CD head , believes . Mr. Hawksley said yesterday he would be willing to go before the city council `` or anyone else locally '' to outline his proposal at the earliest possible time . East Providence now has no civil defense program . Mr. Hawksley , the state's general treasurer , has been a part-time CD director in the city for the last nine years . He is not interested in being named a full-time director . Noting that President Kennedy has handed the Defense Department the major responsibility for the nation's civil defense program , Mr. Hawksley said the federal government would pay half the salary of a full-time local director . He expressed the opinion the city could hire a CD director for about $3,500 a year and would only have to put up half that amount on a matching fund basis to defray the salary costs . Mr. Hawksley said he believed there are a number of qualified city residents who would be willing to take the full-time CD job . One of these men is former Fire Chief John A. Laughlin , he said . Along with a director , the city should provide a CD headquarters so that pertinent information about the local organization would be centralized . Mr. Hawksley said . One advantage that would come to the city in having a full-time director , he said , is that East Providence would become eligible to apply to the federal government for financial aid in purchasing equipment needed for a sound civil defense program . Matching funds also can be obtained for procurement of such items as radios , sirens and rescue trucks , he said . Mr. Hawksley believes that East Providence could use two more rescue trucks , similar to the CD vehicle obtained several years ago and now detailed to the Central Fire Station . He would assign one of the rescue trucks to the Riverside section of the city and the other to the Rumford area . Speaking of the present status of civil defense in the city , Mr. Hawksley said he would be willing to bet that not more than one person in a hundred would know what to do or where to go in the event of an enemy attack . The Narragansett Race Track grounds is one assembly point , he said , and a drive-in theater in Seekonk would be another . Riverside residents would go to the Seekonk assembly point . Mr. Hawksley said he was not critical of city residents for not knowing what to do or where to assemble in case of an air attack . Such vital information , he said , has to be made available to the public frequently and at regular intervals for residents to know . If the city council fails to consider appointment of a full-time CD director , Mr. Hawksley said , then he plans to call a meeting early in September so that a civil defense organization will be developed locally . One of the first things he would do , he said , would be to organize classes in first aid . Other steps would be developed after information drifts down to the local level from the federal government . Rhode Island is going to examine its Sunday sales law with possible revisions in mind . Governor Notte said last night he plans to name a committee to make the study and come up with recommendations for possible changes in time for the next session of the General Assembly . The governor's move into the so-called `` blue law '' controversy came in the form of a letter to Miss Mary R. Grant , deputy city clerk of Central Falls . A copy was released to the press . Mr. Notte was responding to a resolution adopted by the Central Falls City Council on July 10 and sent to the state house by Miss Grant . The resolution urges the governor to have a complete study of the Sunday sales laws made with an eye to their revision at the next session of the legislature . While the city council suggested that the Legislative Council might perform the review , Mr. Notte said that instead he will take up the matter with Atty. Gen. J. Joseph Nugent to get `` the benefit of his views '' . He will then appoint the study committee with Mr. Nugent's cooperation , the governor said . `` I would expect the proposed committee to hold public hearings '' , Mr. Notte said , `` to obtain the views of the general public and religious , labor and special-interest groups affected by these laws '' . The governor wrote Miss Grant that he has been concerned for some time `` with the continuous problem which confronts our local and state law enforcement officers as a result of the laws regulating Sunday sales '' . The attorney general has advised local police that it is their duty to enforce the blue laws . Should there be evidence they are shirking , he has said , the state police will step into the situation . There has been more activity across the state line in Massachusetts than in Rhode Island in recent weeks toward enforcement of the Sunday sales laws . The statutes , similar in both the Bay State and Rhode Island and dating back in some instances to colonial times , severely limit the types of merchandise that may be sold on the Sabbath . The Central Falls City Council expressed concern especially that more foods be placed on the eligible list and that neighborhood grocery and variety stores be allowed to do business on Sunday . The only day they `` have a chance to compete with large supermarkets is on Sunday '' , the council's resolution said . The small shops `` must be retained , for they provide essential service to the community '' , according to the resolution , which added that they `` also are the source of livelihood for thousands of our neighbors '' . It declares that Sunday sales licenses provide `` great revenue '' to the local government . The council advised the governor that `` large supermarkets , factory outlets and department stores not be allowed to do business '' on Sunday . They `` operate on a volume basis '' , it was contended , `` and are not essential to provide the more limited but vital shopping needs of the community '' . Liberals and conservatives in both parties -- Democratic and Republican -- should divorce themselves and form two independent parties , George H. Reama , nationally known labor-management expert , said here yesterday . Mr. Reama told the Rotary Club of Providence at its luncheon at the Sheraton-Biltmore Hotel that about half of the people in the country want the `` welfare '' type of government and the other half want a free enterprise system . He suggested that a regrouping of forces might allow the average voter a better pull at the right lever for him on election day . He said he was `` confessing that I was a member of the Socialist Party in 1910 '' . That , he added , was when he was `` a very young man , a machinist and toolmaker by trade . `` That was before I studied law . Some of my fellow workers were grooming me for an office in the Socialist Party . The lawyer with whom I studied law steered me off the Socialist track . He steered me to the right track -- the free enterprise track '' . He said that when he was a Socialist in 1910 , the party called for government operation of all utilities and the pooling of all resources . He suggested that without the Socialist Party ever gaining a national victory , most of its original program has come to pass under both major parties . Mr. Reama , who retired as vice president of the American Screw Co. in 1955 said , `` Both parties in the last election told us that we need a five per cent growth in the gross national product -- but neither told us how to achieve it '' . He said he favors wage increases for workers -- `` but manufacturers are caught in a profit squeeze '' -- and raises should only come when the public is conditioned to higher prices , he added . Indicating the way in which he has turned his back on his 1910 philosophy , Mr. Reama said : `` A Socialist is a person who believes in dividing everything he does not own '' . Mr. Reama , far from really being retired , is engaged in industrial relations counseling . A petition bearing the signatures of more than 1,700 Johnston taxpayers was presented to the town council last night as what is hoped will be the first step in obtaining a home rule charter for the town . William A. Martinelli , chairman of the Citizens Group of Johnston , transferred the petitions from his left hand to his right hand after the council voted to accept them at the suggestion of Council President Raymond Fortin Sr. . The law which governs home rule charter petitions states that they must be referred to the chairman of the board of canvassers for verification of the signatures within 10 days and Mr. Martinelli happens to hold that post . Mr. Martinelli explained that there should be more than enough signatures to assure the scheduling of a vote on the home rule charter and possible election of a nine member charter commission within 70 days . He explained that by law the council must establish procedures for a vote on the issue within 60 days after the board of canvassers completes its work . A difference of opinion arose between Mr. Martinelli and John P. Bourcier , town solicitor , over the exact manner in which the vote is handled . Mr. Martinelli has , in recent weeks , been of the opinion that a special town meeting would be called for the vote , while Mr. Bourcier said that a special election might be called instead . Mr. Bourcier said that he had consulted several Superior Court justices in the last week and received opinions favoring both procedures . He assured Mr. Martinelli and the council that he would study the correct method and report back to the council as soon as possible . Mr. Martinelli said yesterday that the Citizens Group of Johnston will meet again July 24 to plan further strategy in the charter movement . He said that the group has no candidates for the charter commission in mind at present , but that it will undoubtedly endorse candidates when the time comes . `` After inspiring this , I think we should certainly follow through on it '' , he declared . `` It has become our responsibility and I hope that the Citizens Group will spearhead the movement '' . He said he would not be surprised if some of the more than 30 members of the group are interested in running on the required non-partisan ballot for posts on the charter commission . `` Our most immediate goal is to increase public awareness of the movement '' , he indicated , `` and to tell them what this will mean for the town '' . He expects that if the present timetable is followed a vote will be scheduled during the last week in September . Some opposition to the home rule movement started to be heard yesterday , with spokesmen for the town's insurgent Democratic leadership speaking out against the home rule charter in favor of the model municipal league charter . Increasing opposition can be expected in coming weeks , it was indicated . Misunderstanding of the real meaning of a home rule charter was cited as a factor which has caused the Citizens Group to obtain signatures under what were termed `` false pretenses '' . Several signers affixed their names , it was learned , after being told that no tax increase would be possible without consent of the General Assembly and that a provision could be included in the charter to have the town take over the Johnston Sanitary District sewer system . Action on a new ordinance permitting motorists who plead guilty to minor traffic offenses to pay fines at the local police station may be taken at Monday's special North Providence Town Council meeting . Council president Frank SanAntonio said yesterday he may ask the council to formally request Town Solicitor Michael A. Abatuno to draft the ordinance . At the last session of the General Assembly , the town was authorized to adopt such an ordinance as a means of making enforcement of minor offenses more effective . Nothing has been done yet to take advantage of the enabling legislation . At present all offenses must be taken to Sixth District Court for disposition . Local police have hesitated to prosecute them because of the heavy court costs involved even for the simplest offense ."]
In [35]:
zulu
Out[35]:
['AMCOL_International_Corp2012.txt',
 'Albemarle_Corp2011.txt',
 'Fossil_Group_Inc2012.txt',
 'Mohawk_Industries_Inc2015.txt',
 'Unum_Group2014.txt']
input_file = "Airgas Inc2009.txt" for z in zulu: data_text.append(open(mypath + z).read())
In [14]:
from os import listdir
from os.path import isfile, join
mypath = "/Volumes/extra/NLP_Work/transc/"
onlyfiles = [f for f in listdir(mypath) if isfile(join(mypath, f))]

len(onlyfiles)

rrr = [ ra for ra in onlyfiles if ".DOC" not in ra ]

rrr = [ ra for ra in rrr if "._" not in ra ]

zulu = [ rrr[i] for i in sorted(random.sample(range(len(rrr)), 50)) ]

data_text = []
for z in zulu:
    data_text.append(open(mypath + z).read())
In [23]:
# text = open("Airgas Inc2009.txt").read()
# text2 = open("Airgas Inc2016.txt").read()

# data_text = [text, text2,text]

from sklearn.decomposition import NMF, LatentDirichletAllocation, TruncatedSVD
from sklearn.feature_extraction.text import CountVectorizer
 
NUM_TOPICS = 10
 
vectorizer = CountVectorizer(min_df=1, max_df=0.9, 
                             stop_words='english', lowercase=True, 
                             token_pattern='[a-zA-Z\-][a-zA-Z\-]{2,}')
data_vectorized = vectorizer.fit_transform(data_text)
In [ ]:
### So SVD  you can get similarities
## This shouldn't really give you anything. 
In [24]:
vectorizer.get_feature_names()
Out[24]:
['---',
 '--some',
 '--this',
 '-basis',
 '-basis-point',
 '-kilometer',
 '-month',
 '-plus',
 '-qs',
 '-year',
 '-year-old',
 'a-ish',
 'aaa',
 'abandon',
 'abate',
 'aberration',
 'ability',
 'abnormal',
 'above-average',
 'abreast',
 'absence',
 'absent',
 'absolute',
 'absolutely',
 'absorb',
 'absorbed',
 'absorbent',
 'absorbing',
 'absorbs',
 'absorption',
 'absurd',
 'aca',
 'accelerate',
 'accelerated',
 'accelerating',
 'acceleration',
 'accent',
 'accentuated',
 'accept',
 'accepted',
 'access',
 'accessed',
 'accesses',
 'accessible',
 'accessing',
 'accessories',
 'accessory',
 'accident',
 'accidental',
 'accidents',
 'accommodated',
 'accomplish',
 'accomplished',
 'accomplishments',
 'according',
 'accordingly',
 'account',
 'account-specific',
 'accountability',
 'accounted',
 'accounting',
 'accretion',
 'accretive',
 'accruals',
 'accrued',
 'accumulative',
 'accuracy',
 'accustomed',
 'achievable',
 'achieve',
 'achieved',
 'achieves',
 'achieving',
 'achilles',
 'acid',
 'acids',
 'acknowledge',
 'acquire',
 'acquired',
 'acquires',
 'acquiring',
 'acquisitive',
 'across-the-board',
 'act',
 'action',
 'actionable',
 'actions',
 'activated',
 'activator',
 'activators',
 'active',
 'activecat',
 'actively',
 'actors',
 'actuarial',
 'actuaries',
 'acumen',
 'adapt',
 'adapted',
 'adaptive',
 'add-on',
 'adder',
 'additionally',
 'additions',
 'additive',
 'additives',
 'addressed',
 'addressing',
 'adds',
 'adeedic',
 'adequacy',
 'adequate',
 'adequately',
 'adhere',
 'adherent',
 'adjacencies',
 'adjacency',
 'adjacent',
 'adjourn',
 'adjunct',
 'adjust',
 'adjusted',
 'adjusting',
 'adjustment',
 'adjustments',
 'admin',
 'administer',
 'administration',
 'administrative',
 'admiral',
 'ado',
 'adopt',
 'adopted',
 'adoption',
 'advance',
 'advanced',
 'advancement',
 'advancements',
 'advances',
 'advancing',
 'advantage',
 'advantageous',
 'advent',
 'adverse',
 'adversely',
 'advertising',
 'advice',
 'advisers',
 'advisor',
 'advisors',
 'advisory',
 'advocacy',
 'aerobatic',
 'aerospace',
 'aesthetic',
 'aesthetics',
 'af-',
 'affamax',
 'affect',
 'affected',
 'affecting',
 'affective',
 'affectively',
 'affects',
 'affiliate',
 'affirm',
 'afford',
 'affordable',
 'affords',
 'afield',
 'aflac',
 'afraid',
 'africa',
 'african',
 'aft',
 'after-tax',
 'afternoon',
 'ag-intermediates',
 'ag-related',
 'age',
 'agee',
 'agencies',
 'agency',
 'agenda',
 'agent',
 'agents',
 'ages',
 'aggregate',
 'aggressively',
 'aggressiveness',
 'agility',
 'aging',
 'agnostic',
 'agree',
 'agreed',
 'agreement',
 'agreements',
 'agrees',
 'ahmad',
 'aided',
 'aids',
 'aim',
 'aimed',
 'air',
 'airports',
 'albeit',
 'albemarle',
 'albermarle',
 'alberta',
 'alcohol',
 'alcohols',
 'aleks',
 'alert',
 'alex',
 'alexander',
 'align',
 'aligning',
 'alignment',
 'aligns',
 'alkyl',
 'alkyls',
 'all-new',
 'all-time',
 'allegations',
 'allegedly',
 'alleviate',
 'alliances',
 'allison',
 'allocate',
 'allocated',
 'allocating',
 'allocation',
 'allocations',
 'allow',
 'allowance',
 'allowing',
 'allows',
 'alluded',
 'alluding',
 'alright',
 'alt',
 'alternate',
 'alternative',
 'alternatives',
 'alters',
 'aluminum',
 'alykls',
 'amanda',
 'amazing',
 'ambition',
 'ambitious',
 'amcol',
 'amended',
 'amending',
 'america-based',
 'america-merrill',
 'american',
 'american-based',
 'americans',
 'americas',
 'amerist',
 'amines',
 'amorphous',
 'amortization',
 'amounted',
 'amounts',
 'ample',
 'amsterdam',
 'amy',
 'anadarkos',
 'analog',
 'analogous',
 'analysis',
 'analysts',
 'analytical',
 'analytics',
 'anchor',
 'ancient',
 'ancillary',
 'andreeva',
 'andrew',
 'andrews',
 'anesthetic',
 'angle',
 'angles',
 'anna',
 'anniversary',
 'anniversarying',
 'announce',
 'announced',
 'announcement',
 'announcements',
 'announces',
 'announcing',
 'annualized',
 'annualizing',
 'annually',
 'annuities',
 'annum',
 'anomaly',
 'anr',
 'answered',
 'answering',
 'anticipate',
 'anticipates',
 'anticipation',
 'antiknock',
 'antioxidant',
 'antioxidants',
 'antitrust',
 'anxious',
 'anybody',
 'anymore',
 'anytime',
 'aoci',
 'aon',
 'aop',
 'aor',
 'apart',
 'apartments',
 'api',
 'apologies',
 'apologize',
 'app',
 'apparel',
 'apparent',
 'appeal',
 'appear',
 'appearance',
 'appears',
 'appetite',
 'applause',
 'apples',
 'apples-to-apples',
 'applicability',
 'application',
 'applications',
 'applied',
 'applies',
 'apply',
 'applying',
 'appointment',
 'appointments',
 'appreciably',
 'appreciated',
 'appreciates',
 'appreciation',
 'appreciative',
 'approached',
 'approaches',
 'approaching',
 'appropriate',
 'appropriately',
 'approval',
 'approvals',
 'approve',
 'approved',
 'approves',
 'approximate',
 'approximately',
 'arabia',
 'arabian',
 'architect',
 'architects',
 'aren',
 'arena',
 'arenas',
 'argument',
 'arise',
 'arkansas',
 'armando',
 'armani',
 'armor',
 'armstrong',
 'arnold',
 'arose',
 'arrangement',
 'arrangements',
 'array',
 'arrive',
 'ars',
 'art',
 'article',
 'articulate',
 'articulated',
 'artist',
 'ash',
 'asia',
 'asia-pac',
 'asia-pacific',
 'asian',
 'aside',
 'asked',
 'asking',
 'aspect',
 'aspects',
 'asphalt',
 'aspirational',
 'aspirations',
 'aspire',
 'assembly',
 'assess',
 'assessed',
 'assessing',
 'assessment',
 'asset',
 'asset-based',
 'assets',
 'assigned',
 'assist',
 'assistance',
 'associates',
 'association',
 'assortment',
 'assortments',
 'assumed',
 'assumes',
 'assuming',
 'assumption',
 'assurances',
 'assure',
 'assured',
 'assuring',
 'ath',
 'atlantic',
 'atmosphere',
 'atoms',
 'attached',
 'attack',
 'attacked',
 'attention',
 'attitude',
 'attract',
 'attracted',
 'attraction',
 'attractive',
 'attractiveness',
 'attracts',
 'attributable',
 'attribute',
 'attributed',
 'attributes',
 'atypically',
 'audience',
 'audio',
 'audiovisual',
 'audit',
 'audits',
 'augment',
 'aur',
 'australia',
 'authentic',
 'authorization',
 'authorize',
 'authorized',
 'auto',
 'automated',
 'automatically',
 'automation',
 'automobile',
 'automotive',
 'autos',
 'availabilities',
 'availability',
 'available',
 'avenue',
 'avenues',
 'averaged',
 'averages',
 'averaging',
 'avid',
 'avoid',
 'award',
 'aware',
 'awareness',
 'away',
 'awesome',
 'awful',
 'awfully',
 'awkward',
 'baa',
 'baby',
 'back-end',
 'back-office',
 'backdrop',
 'backed',
 'background',
 'backing',
 'backlighting',
 'backlogs',
 'backs',
 'backside',
 'backtrack',
 'backtracked',
 'backward',
 'backward-looking',
 'backwards',
 'bad',
 'badly',
 'bag',
 'bags',
 'bain',
 'baird',
 'baja',
 'bake',
 'baked',
 'bakken',
 'balanced',
 'balances',
 'balancing',
 'balcaen',
 'bale',
 'ball',
 'ballot',
 'ballots',
 'ballpark',
 'balta',
 'balterio',
 'banc',
 'bandied',
 'bands',
 'bang',
 'bank',
 'banking',
 'bankruptcies',
 'banks',
 'bar',
 'barbara',
 'barclays',
 'barometer',
 'barrel',
 'barrier',
 'bars',
 'basel',
 'baseline',
 'bases',
 'basf',
 'basic',
 'basically--',
 'basing',
 'basins',
 'basketball',
 'bass',
 'batch',
 'batches',
 'baton',
 'bats',
 'batteries',
 'batters',
 'battery',
 'battery-grade',
 'battled',
 'baugh',
 'bear',
 'beat',
 'beating',
 'beautiful',
 'beauty',
 'becel',
 'beef',
 'began',
 'begging',
 'begin',
 'beginning',
 'beginnings',
 'begins',
 'begleiter',
 'begs',
 'begun',
 'behalf',
 'behave',
 'behavior',
 'behavioral',
 'behaviors',
 'belabor',
 'belgian',
 'belgium',
 'belief',
 'believed',
 'bells',
 'belly',
 'bench',
 'benchmark',
 'benchmarking',
 'beneficial',
 'beneficiaries',
 'beneficiary',
 'benefited',
 'benefiting',
 'benelux',
 'benign',
 'bentonite',
 'bentonite-based',
 'bentonites',
 'benzene',
 'berg',
 'berlusconi',
 'bermuda',
 'best-in-class',
 'best-performing',
 'bet',
 'betray',
 'better-performing',
 'bettering',
 'betterment',
 'bevels',
 'bfr',
 'bfrs',
 'bhullar',
 'bi-product',
 'biased',
 'bid',
 'bigger-picture',
 'billing',
 'billingsley',
 'billion',
 'binner',
 'bio-based',
 'biocide',
 'biodiesel',
 'biodiesels',
 'biofuel',
 'biofuels',
 'biomass',
 'biotech',
 'bioterror',
 'bishop',
 'biting',
 'bitumen',
 'black',
 'blanks',
 'blend',
 'blending',
 'blind',
 'block',
 'blocks',
 'bloodlines',
 'blue',
 'blues',
 'blur',
 'bmg',
 'boards',
 'bob',
 'bode',
 'bodes',
 'bofa',
 'boiler',
 'boilers',
 'boils',
 'bold',
 'boldness',
 'bolster',
 'bolstered',
 'bolt',
 'bolt-on',
 'bolt-ons',
 'bond',
 'bonds',
 'bonuses',
 'book',
 'book-to-bill',
 'book-to-billed',
 'booked',
 'books',
 'boom',
 'boost',
 'borders',
 'bore',
 'boring',
 'borrow',
 'borrowed',
 'borrowing',
 'borrowings',
 'boruchow',
 'bosshard',
 'bottlenecking',
 'bottles',
 'bottom-line',
 'bottom-up',
 'bottomed',
 'bouc',
 'bought',
 'boulay',
 'bouley',
 'bounce',
 'bounced',
 'boutiques',
 'boxes',
 'boy',
 'boykin',
 'bpa',
 'branches',
 'brand',
 'brand-driven',
 'brand-new',
 'branded',
 'branding',
 'brandon',
 'brands',
 'brawn',
 'brazil',
 'breadth',
 'break',
 'breakdown',
 'breakeven',
 'breaking',
 'breakout',
 'breaks',
 'breakthrough',
 'breakthroughs',
 'breege',
 'brick',
 'bridge',
 'bridged',
 'brief',
 'briefly',
 'bright',
 'brightest',
 'brightness',
 'brine',
 'brines',
 'bringing',
 'brings',
 'britain',
 'brittle',
 'broad',
 'broad-based',
 'broaden',
 'broadening',
 'broader',
 'broadest',
 'broadloom',
 'broadly',
 'broke',
 'broken',
 'broker',
 'brokerage',
 'brokers',
 'bromide',
 'bromides',
 'brominade',
 'brominated',
 'bromine',
 'bromine-based',
 'brominitic',
 'bromobutyl',
 'brothering',
 'brown',
 'brunt',
 'brussels',
 'bruyette',
 'btoe',
 'btu',
 'buck',
 'bucket',
 'buckets',
 'budget',
 'budgeting',
 'budgets',
 'buffer',
 'build-up',
 'builder',
 'builders',
 'buildings',
 'builds',
 'buildup',
 'bulgaria',
 'bulgarian',
 'bulk',
 'bulletin',
 'bullish',
 'bump',
 'bumping',
 'bumps',
 'bunch',
 'bundling',
 'bunting',
 'burberry',
 'burch',
 'burden',
 'burdened',
 'burn',
 'burner',
 'burning',
 'bus',
 'business-by-business',
 'busy',
 'but----',
 'button',
 'buy',
 'buy-back',
 'buy-ins',
 'buyback',
 'buybacks',
 'buyer',
 'buyers',
 'buyout',
 'buys',
 'buzz',
 'byproduct',
 'c-pac',
 'cable',
 'cables',
 'cad',
 'cadence',
 'cafeteria',
 'cafeteria-type',
 'cagr',
 'calcium',
 'calculate',
 'calculated',
 'calculating',
 'calculation',
 'calculations',
 'calculus',
 'calendar',
 'calendars',
 'caliber',
 'california',
 'caller',
 'calling',
 'calms',
 'campaign',
 'campaigns',
 'campus',
 'campylobacter',
 'canada',
 'cancelable',
 'cancer',
 'cantor',
 'cap',
 'capabilities',
 'capability',
 'capable',
 'capacities',
 'capacity-expanding',
 'capacity-wise',
 'capitalization',
 'capitalize',
 'capitals',
 'capped',
 'capping',
 'captive',
 'captives',
 'capture',
 'captures',
 'capturing',
 'carbon',
 'carbonate',
 'card',
 'care',
 'career',
 'careful',
 'carefully',
 'cares',
 'caris',
 'carole',
 'carolina',
 'carpet',
 'carpets',
 'carried',
 'carrier',
 'carriers',
 'carry',
 'carrying',
 'cars',
 'case',
 'case-by-case',
 'cases',
 'cash-flow',
 'casing',
 'caspian',
 'cast',
 'casting',
 'castings',
 'casualty',
 'cat',
 'catalog',
 'catalysis',
 'catalyst',
 'catalysts',
 'catalytic',
 'catalytically',
 'catastrophic',
 'catch',
 'catch-up',
 'catching',
 'categories',
 'categorize',
 'category',
 'caught',
 'caulfield',
 'cause',
 'caused',
 'causes',
 'causing',
 'caustic',
 'caution',
 'cautionary',
 'cautious',
 'cautiously',
 'caveat',
 'caveats',
 'ceases',
 'ceasing',
 'celebrate',
 'celebrating',
 'cell',
 'cells',
 'cellulose',
 'cellulosic',
 'cement',
 'center',
 'centered',
 'centers',
 'central',
 'centura',
 'ceos',
 'ceramic',
 'ceramics',
 'cerlikon',
 'certainty',
 'cfos',
 'chain',
 'chains',
 'chairman',
 'chairs',
 'chalk',
 'challenge',
 'challenged',
 'challenges',
 'champine',
 'chan',
 'chance',
 'chances',
 'changer',
 'channel',
 'channeling',
 'channels',
 'chapter',
 'characteristic',
 'characteristics',
 'characterize',
 'characters',
 'charged',
 'charges',
 'charging',
 'chart',
 'charts',
 'chase',
 'chasing',
 'chassis',
 'chat',
 'chatting',
 'cheap',
 'cheaper',
 'cheaply',
 'check',
 'chemical',
 'chemically',
 'chemicals',
 'chemistries',
 'chemistry',
 'chemital',
 'chems',
 'chemtura',
 'chen',
 'chevrons',
 'chief',
 'chile',
 'chime',
 'china',
 'chinese',
 'chipboard',
 'chips',
 'chloride',
 'chlorine',
 'choice',
 'choices',
 'choose',
 'choosing',
 'choosy',
 'choppiness',
 'chose',
 'chosen',
 'chris',
 'christmas',
 'christopher',
 'chrome',
 'chromite',
 'chrystalline',
 'chugged',
 'chunk',
 'chunks',
 'churn',
 'churning',
 'ciga',
 'cigs',
 'cio',
 'circle',
 ...]
In [27]:
import pandas as pd
from bokeh.io import push_notebook, show, output_notebook
from bokeh.plotting import figure
from bokeh.models import ColumnDataSource, LabelSet
output_notebook()
Loading BokehJS ...
In [28]:
import pandas as pd

svd = TruncatedSVD(n_components=2)
words_2d = svd.fit_transform(data_vectorized.T)
 
df = pd.DataFrame(columns=['x', 'y', 'word'])
df['x'], df['y'], df['word'] = words_2d[:,0], words_2d[:,1], vectorizer.get_feature_names()
 
source = ColumnDataSource(ColumnDataSource.from_df(df))
labels = LabelSet(x="x", y="y", text="word", y_offset=8,
                  text_font_size="8pt", text_color="#555555",
                  source=source, text_align='center')
 
plot = figure(plot_width=600, plot_height=600)
plot.circle("x", "y", size=12, source=source, line_color="black", fill_alpha=0.8)
plot.add_layout(labels)
show(plot, notebook_handle=True)
Out[28]:

<Bokeh Notebook handle for In[28]>

In [37]:
len(data_text)
Out[37]:
5
In [118]:
### Thi is definitey not the right way, it takes lines instead of ducuments for the corpus
# import random
# text_data = []
# for z in zulu:
#     with open(mypath + z) as input_text:
#         for i, line in enumerate(input_text):
#             print(i)
#             if line.strip():
#                 print(i)
#                 tokens = prepare_text_for_lda(line)
#                 if random.random() > .50:    ## This makes sure that you only keep a certain percentage of data
#                     print(tokens)
#                     text_data.append(tokens)

# from gensim import corpora
# dictionary = corpora.Dictionary(text_data)
# corpus = [dictionary.doc2bow(text) for text in text_data]
0
1
2
3
4
4
5
5
['request', 'sunday', '14:28:48']
6
7
7
8
9
9
['university', 'liverpool']
10
10
11
11
12
13
14
14
15
16
17
17
18
18
19
20
21
21
['result']
22
22
23
23
['health', 'earnings', 'final', 'disclosure', 'february', 'tuesday', '11276', 'words']
24
25
26
26
[]
27
27
['health', 'annual', 'analyst', 'final', 'disclosure', 'december', 'tuesday', '35487', 'words']
28
29
30
30
31
31
['health', 'earnings', 'final', 'disclosure', 'november', 'tuesday', '11105', 'words']
32
33
34
34
35
35
36
37
38
38
[]
39
39
['caremark', 'earnings', 'final', 'disclosure', 'august', 'tuesday', '11782', 'words']
40
41
42
42
43
43
['caremark', 'jefferies', 'global', 'consumer', 'conference', 'final', 'disclosure', 'thursday', 'words']
44
45
46
46
[]
47
47
['caremark', 'wells', 'fargo', 'healthcare', 'conference', 'final', 'disclosure', 'wednesday', 'words']
48
49
50
50
51
51
52
53
54
54
55
55
56
57
58
58
59
59
60
61
62
62
[]
63
63
64
65
66
66
['return']
67
68
68
['focus', 'document']
69
70
71
71
72
73
73
74
75
75
['health', 'earnings', 'final']
76
77
77
['length', '11276', 'words']
78
79
79
80
80
['nancy', 'christal']
81
81
['health', 'corporation']
82
82
['larry', 'merlo']
83
83
['health', 'corporation', 'president']
84
84
85
85
86
86
87
87
88
88
89
89
['health', 'corporation', 'president', 'retail']
90
90
91
91
['robert', 'jones']
92
92
93
93
['heinbockel']
94
94
95
95
96
96
['barclays', 'capital', 'analyst']
97
97
['percher']
98
98
99
99
100
100
['leerink', 'partner', 'analyst']
101
101
102
102
['cowen', 'company', 'analyst']
103
103
104
104
['morgan', 'stanley', 'analyst']
105
105
['scott', 'mushkin']
106
106
107
107
['george']
108
108
['deutsche', 'analyst']
109
109
[]
110
110
['jpmorgan', 'analyst']
111
111
112
112
['capital', 'market', 'analyst']
113
113
114
114
115
115
116
116
117
117
118
118
['cleveland', 'research', 'company', 'analyst']
119
119
['robert', 'willoughby']
120
120
121
121
122
122
['raymond', 'james', 'associate', 'analyst']
123
123
124
124
125
125
['muken']
126
126
127
127
['presentation']
128
128
['operator', 'lady', 'gentleman', 'thank', 'standing', 'welcome', 'health', 'fourth', 'quarter', 'earnings']
129
129
['operator', 'instructions']
130
130
['reminder', 'conference', 'record', 'tuesday', 'february', 'would', 'conference', 'nancy', 'christal', 'senior', 'investor', 'relations', 'please', 'proceed']
131
131
132
132
133
133
134
134
135
135
136
136
['quarterly', 'basis', 'consistently', 'post', 'solid', 'financial', 'result', 'fourth', 'quarter', 'exception', 'adjust', 'earnings', 'share', 'increase', 'share', 'guidance', 'range', 'retail', 'segment', 'exceed', 'revenue', 'expectation', 'operate', 'profit', 'retail', 'business', 'expectation', 'operate', 'profit', 'increase', 'right', 'expectation']
137
137
138
138
139
139
140
140
141
141
['ask', 'client', 'focus', 'number', 'priority', 'center', 'control', 'rapidly', 'rising', 'specialty', 'costs', 'bringing', 'array', 'differentiate', 'solution', 'specialty', 'connect', 'offering', 'roll', 'gain', 'client', 'interest', 'traction', 'marketplace']
142
142
143
143
['client', 'interest', 'manage', 'specialty', 'costs', 'medical', 'benefit', 'novologix', 'solution', 'continue', 'resonate', 'market', 'overall', 'specialty', 'capability', 'enable', 'provide', 'strong', 'clinical', 'support', 'patient', 'manage', 'trend', 'client', 'strategy', 'produce', 'result', 'specialty', 'revenue', 'healthy', 'versus', 'quarter', 'drive', 'business', 'drug', 'addition', 'coram', 'infusion', 'business', 'combine', 'innovative', 'offering', 'enable', 'optimize', 'quality', 'access', 'continue', 'drive', 'share', 'gain', 'growing', 'specialty', 'sector']
144
144
['another', 'manage', 'trend', 'client', 'highly', 'proactive', 'approach', 'formulary', 'management', 'market', 'formulary', 'strategy', 'since', 'update', 'template', 'formulary', 'annual', 'basis', 'increasingly', 'specialty', 'drug', 'strategy', 'formulary', 'process', 'enable', 'client', 'provide', 'excellent', 'access', 'meeting', 'member', 'need', 'clinical', 'effective', 'manner']
145
145
['january', 'gilead', 'drug', 'harvoni', 'sovaldi', 'become', 'exclusive', 'caremark', 'standard', 'commercial', 'exchange', 'medicare', 'medicaid', 'formulary', 'harvoni', 'prefer', 'agent', 'genotype', 'sovaldi', 'prefer', 'agent', 'treatment', 'genotype', 'create', 'lowest', 'solution', 'entire', 'population', 'patient', 'genotype', 'recognize', 'challenge', 'remain', 'commit', 'provide', 'solution', 'client', 'choose', 'treat', 'patient', 'make', 'sense', 'prioritize', 'patient', 'advance', 'stage', 'liver', 'fibrosis', 'believe', 'strategy', 'meet', 'patient', 'need', 'deliver', 'excellent', 'value', 'clinical', 'option', 'client', 'member']
146
146
147
147
148
148
149
149
['discernible', 'impact', 'pharmacy', 'business', 'since', 'launch', 'health', 'brand', 'customer', 'awareness', 'response', 'branding', 'campaign', 'positive', 'notable', 'increase', 'customer', 'perception', 'leader']
150
150
151
151
['pharmacy', 'store', 'sales', 'increase', 'versus', 'quarter', 'incidence', 'quarter', 'add', 'basis', 'point', 'pharmacy', 'comp', 'pharmacy', 'store', 'sales', 'include', 'negative', 'impact', 'basis', 'point', 'recent', 'generic', 'introduction', 'another', 'basis', 'point', 'implementation', 'specialty', 'connect', 'recall', 'specialty', 'connect', 'transfer', 'specialty', 'script', 'retail', 'segment', 'segment']
152
152
['pharmacy', 'margin', 'increase', 'quarter', 'expectation', 'discuss', 'previously', 'contract', 'regional', 'national', 'plan', 'position', 'prefer', 'provider', 'take', 'discipline', 'approach', 'participation', 'network', 'ensure', 'margin', 'compression', 'share', 'analysis', 'provide', 'right', 'economics']
153
153
154
154
155
155
156
156
['turning', 'store', 'growth', 'quarter', 'open', 'store', 'relocate', 'close', 'result', 'store', 'quarter', 'open', 'store', 'acquire', 'relocate', 'close', 'result', 'store', 'continue', 'enter', 'market', 'include', 'little', 'arkansas', 'seattle', 'washington', 'overall', 'store', 'growth', 'equate', 'increase', 'retail', 'square', 'footage', 'right']
157
157
['minuteclinic', 'open', 'clinic', 'quarter', 'ending', 'clinic', 'state', 'district', 'columbia', 'continue', 'strong', 'growth', 'trajectory', 'minuteclinic', 'revenue', 'customer', 'visit', 'increase', 'respectively', 'versus', 'quarter', 'affiliation', 'major', 'health', 'system', 'across', 'country', 'recently', 'add', 'affiliation', 'expand', 'platform', 'support', 'primary', 'conveniently', 'effectively']
158
158
['update', 'progress', 'source', 'venture', 'cardinal', 'health', 'extremely', 'please', 'rapid', 'progress', 'combine', 'expertise', 'along', 'simplicity', 'business', 'structure', 'enable', 'ground', 'running', 'actively', 'working', 'supplier', 'strategy', 'create', 'value', 'party', 'transition', 'supplier', 'represent', 'combine', 'generic', 'spend', 'expect', 'receive', 'first', 'fix', 'quarterly', 'payment', 'cardinal', 'fourth', 'quarter', 'forward', 'future', 'contribution']
159
159
['comment', 'surround', 'nexium', 'recently', 'receive', 'approval', 'generic', 'receive', 'question', 'might', 'impact', 'result', 'still', 'question', 'regard', 'launch', 'generic', 'nexium', 'include', 'potential', 'legal', 'maneuver', 'timing', 'launch', 'number', 'manufacturer', 'could', 'potentially', 'launch', 'clarity', 'answer', 'question', 'provide', 'specific', 'financial', 'review']
160
160
['denton', 'health', 'corporation', 'thank', 'larry', 'morning', 'everyone', 'morning', 'provide', 'detail', 'review', 'fourth', 'quarter', 'financial', 'result', 'briefly', 'touch', 'guidance', 'remains', 'unchanged', 'outline', 'december']
161
161
162
162
163
163
164
164
['repurchase', 'approximately', 'million', 'share', 'billion', 'average', '77.91', 'share', 'fourth', 'quarter', 'alone', 'repurchase', 'million', 'share', 'billion', 'dividend', 'share', 'repurchase', 'return', 'approximately', 'billion', 'shareholder']
165
165
['looking', 'forward', 'billion', 'authorization', 'repurchase', 'share', 'continue', 'expect', 'repurchase', 'billion', 'expectation', 'return', 'billion', 'shareholder', 'combination', 'dividend', 'share', 'repurchase', 'generate', 'billion', 'fourth', 'quarter']
166
166
['increase', 'billion', 'approximately', 'billion', 'increase', 'generation', 'drive', 'primarily', 'improvement', 'collection', 'payables', 'management', 'partially', 'offset', 'growth', 'inventory', 'current', 'assets', 'increase', 'investment', 'capital', 'associate', 'technology', 'corporate', 'effort']
167
167
168
168
169
169
['capital', 'expenditure', 'billion', 'include', 'billion', 'gross', 'capex', 'offset', 'million', 'lease', 'proceeds', 'income', 'statement', 'adjust', 'earnings', 'share', 'continue', 'operations', 'share', 'guidance', 'dilute', 'share', 'strong', 'result', 'across', 'operate', 'segment', 'retail', 'posting', 'result', 'expectation']
170
170
171
171
172
172
['retail', 'business', 'revenue', 'increase', 'quarter', 'billion', 'drive', 'primarily', 'strong', 'pharmacy', 'store', 'sales', 'growth', 'despite', 'transition', 'specialty', 'revenue', 'segment', 'specialty', 'connect', 'retail', 'exceed', 'guidance', 'higher', 'volume', 'pharmacy']
173
173
174
174
['gross', 'margin', 'retail', 'segment', 'approximately', 'basis', 'point', 'improvement', 'drive', 'basis', 'point', 'increase', 'retail', 'benefit', 'front', 'store', 'margin', 'tobacco', 'increase', 'store', 'brand', 'penetration', 'first', 'quarterly', 'payment', 'receive', 'cardinal', 'source', 'venture']
175
175
['partially', 'offset', 'driver', 'continue', 'pressure', 'reimbursement', 'rates', 'gross', 'profit', 'dollar', 'increase', 'quarter', 'total', 'operate', 'expense', 'percent', 'revenue', 'notably', 'improve']
176
176
177
177
178
178
['within', 'corporate', 'segment', 'expense', 'approximately', 'million', 'million', 'within', 'expectation', 'operate', 'margin', 'total', 'enterprise', 'decline', 'approximately', 'basis', 'point', 'quarter', 'operate', 'margin', 'decline', 'approximately', 'basis', 'point', 'operate', 'margin', 'retail', 'improve', 'approximately', 'basis', 'point']
179
179
['quarter', 'exceed', 'estimate', 'operate', 'profit', 'growth', 'retail', 'segment', 'retail', 'operate', 'profit', 'increase', 'solid', 'exceed', 'expectation', 'approximately', 'basis', 'point', 'operate', 'profit', 'increase', 'middle', 'guidance', 'range']
180
180
['going', 'consolidate', 'income', 'statement', 'interest', 'expense', 'quarter', 'decrease', 'approximately', 'million', 'million', 'primarily', 'lower', 'average', 'interest', 'rates', 'additionally', 'effective', 'weight', 'average', 'share', 'count', 'billion', 'share', 'slightly', 'higher', 'anticipate']
181
181
182
182
183
183
['recall', 'expect', 'tobacco', 'negative', 'impact', 'total', 'store', 'sales', 'approximately', 'basis', 'point', 'expect', 'negative', 'impact', 'approximately', 'basis', 'point', 'front', 'store', 'comp', 'impact', 'quarter', 'better', 'expect', 'month', 'since', 'become', 'tobacco', 'maintain', 'initial', 'guidance', 'impact', 'comp']
184
184
['expect', 'growth', 'revenue', '12.25', 'expect', 'retail', 'operate', 'profit', 'increase', 'operate', 'profit', 'increase', '10.75']
185
185
['first', 'quarter', 'guidance', 'remains', 'unchanged', 'talk', 'december', 'recall', 'highlight', 'several', 'timing', 'factor', 'analyst', 'affect', 'cadence', 'profit', 'delivery', 'throughout', 'expect', 'strong', 'cadence', 'profit', 'growth', 'expect', 'significantly', 'weight']
186
186
187
187
['revenue', 'segment', 'still', 'expect', '15.75', 'operate', 'profit', 'growth', 'expect', 'additionally', 'guidance', 'remains', 'range', 'billion', 'billion', 'remind', 'maintain', 'range', 'despite', 'forward', 'receivables']
188
188
['closing', 'reinforce', 'everyone', 'important', 'thought', 'first', 'continue', 'please', 'company', 'significant', 'generation', 'capability', 'believe', 'capability', 'continue', 'important', 'driving', 'shareholder', 'value', 'longer']
189
189
190
190
191
191
['question', 'answer']
192
192
193
193
194
194
195
195
['denton', 'think', 'increase', 'spending', 'really', 'relate', 'readiness', 'effort', 'spend', 'incremental', 'money', 'talk', 'incremental', 'money', 'going', 'spend', 'actually', 'client', 'welcome', 'season']
196
196
197
197
198
198
199
199
['operator', 'question', 'come', 'heinbockel', 'guggenheim', 'security', 'please', 'proceed', 'question']
200
200
201
201
['larry', 'merlo', 'larry', 'start', 'latter', 'question', 'think', 'extremely', 'position', 'reason', 'touch', 'earlier', 'talk', 'greater', 'detail', 'analyst']
202
202
203
203
['roberts', 'president', 'health', 'corporation', 'think', 'composition', 'going', 'similar', 'health', 'plan', 'seeing', 'large', 'employer', 'seeing', 'smaller', 'employer', 'later', 'expect', 'amount', 'state', 'government', 'opportunity']
204
204
['heinbockel', 'thing', 'think', 'capital', 'allocation', 'buyback', 'relate', 'share', 'price', 'valuation', 'discussion', 'effect', 'might', 'think', 'dividend', 'consider', 'special', 'dividend', 'really', 'buying', 'billion', 'billion', 'really', 'right', 'thing']
205
205
206
206
207
207
208
208
209
209
210
210
['larry', 'merlo', 'meredith', 'larry', 'start', 'anything', 'program', 'couple', 'years', 'always', 'look', 'become', 'efficient', 'operator', 'retail', 'focus', 'continue', 'forward']
211
211
212
212
213
213
214
214
['addition', 'achieve', 'lowest', 'solution', 'evaluate', 'variety', 'factor', 'include', 'current', 'future', 'project', 'distribution', 'population', 'across', 'several', 'genotype', 'average', 'duration', 'therapy', 'various', 'agent', 'factor', 'contribute', 'medication', 'adherence', 'along', 'ability', 'control', 'costs', 'utilization', 'management', 'program', 'things', 'talk', 'analyst', 'formulary', 'management', 'program', 'since', 'start', 'save', 'client', 'billion']
215
215
216
216
217
217
218
218
219
219
['percher', 'helpful', 'thank']
220
220
['operator', 'question', 'come', 'david', 'larsen', 'leerink', 'partner', 'please', 'proceed', 'question']
221
221
222
222
['denton', 'really', 'perspective', 'slightly', 'beneficial', 'perspective', 'retail', 'think', 'specialty', 'prescription', 'largely', 'brand', 'prescription', 'brand', 'prescription', 'carry', 'lower', 'gross', 'margin', 'generic', 'prescription', 'would', 'would', 'serve', 'retail', 'gross', 'margin', 'transfer', 'script', 'retail']
223
223
['david', 'larsen']
224
224
['denton', 'would', 'immaterial', 'though', 'totality', 'totality']
225
225
['david', 'larsen', 'gross', 'margin', 'expansion', 'retail', 'hearing', 'generic', 'inflation', 'competitor', 'obviously', 'talking', 'pressure', 'specialty', 'connect', 'impact', 'performing']
226
226
227
227
228
228
229
229
230
230
231
231
232
232
233
233
['larry', 'merlo', 'charles', 'mention', 'prepare', 'remark', '55-basis', 'point', 'increase', 'pharmacy', 'market', 'share', 'fourth', 'quarter', 'acknowledge', 'uptick', 'season', 'begin', 'business', 'later', 'week', 'quarter']
234
234
['charles', 'rhyee', 'great', 'anything', 'though', 'medicare', 'versus', 'commercial', 'color', 'provide', 'thanks']
235
235
['denton', 'think', 'anything', 'materially', 'different', 'quarters', 'perspective']
236
236
237
237
['operator', 'question', 'come', 'ricky', 'goldwasser', 'morgan', 'stanley', 'please', 'proceed', 'question']
238
238
['ricky', 'goldwasser', 'analyst', 'morgan', 'stanley', 'biosimilars', 'seem', 'focus', 'recent', 'week', 'market', 'sooner', 'previously', 'expect', 'think', 'potential', 'contribution', 'biosimilar', 'coming', 'retail', 'perspective', 'maybe', 'order', 'think', 'falls', 'compare', 'contribution', 'specialty', 'drug', 'rebate', 'versus', 'generic', 'marketplace', 'today']
239
239
['roberts', 'ricky', 'still', 'early', 'whole', 'arena', 'today', 'would', 'think', 'biosimilars', 'brand', 'competition', 'majority', 'value', 'rebate', 'obviously', 'value', 'pass', 'along', 'client', 'extent', 'interchangeable', 'function', 'generic', 'specialty', 'world', 'think', 'would', 'generic', 'think', 'early', 'play']
240
240
['ricky', 'goldwasser', 'follow', 'specialty', 'obviously', 'raise', 'interest', 'point', 'contribution', 'seeing', 'manage', 'specialty', 'formulary', 'medical', 'represent', 'opportunity']
241
241
['think', 'customer', 'buying', 'specialty', 'think', 'novologix', 'offering', 'think', 'percent', 'client', 'specialty', 'today', 'manage', 'medical', 'think', 'progress']
242
242
['roberts', 'question', 'would', 'specialty', 'medical', 'activity', 'concentrate', 'health', 'client', 'seeing', 'interest', 'space', 'obviously', 'begin', 'manage', 'believe', 'increase', 'dispense', 'opportunity', 'drug', 'dispense', 'think', 'coram', 'platform', 'enabler', 'penetrate', 'dispense', 'space', 'greater', 'extent', 'today']
243
243
['larry', 'merlo', 'ricky', 'think', 'point', 'value', 'proposition', 'center', 'around', 'ability', 'manage', 'specialty', 'patient', 'simply', 'administration', 'particular', 'recognize', 'various', 'assets', 'mention', 'coram', 'infusion', 'capability', 'along', 'exist', 'novologix', 'demonstrate', 'client', 'savings', 'opportunity', 'simply', 'migrate', 'patient', 'lower', 'quality', 'service']
244
244
245
245
['operator', 'question', 'come', 'scott', 'mushkin', 'wolfe', 'research', 'please', 'proceed', 'question']
246
246
247
247
['larry', 'merlo', 'shovel', 'earlier', 'scott']
248
248
249
249
250
250
251
251
252
252
['scott', 'mushkin', 'appreciate', 'follow', 'thinking', 'seem', 'asset', 'productivity', 'important', 'though', 'margin', 'pressure', 'outflow', 'money', 'assets', 'could', 'continue', 'increase', 'agree']
253
253
254
254
['scott', 'mushkin', 'right', 'thanks', 'appreciate', 'answer']
255
255
256
256
['george', 'analyst', 'deutsche', 'question', 'going', 'clairvoyance', 'things', 'future', 'analyst', 'december', 'intrigue', 'guidance', 'basis', 'point', 'despite', 'gyration', 'market']
257
257
258
258
259
259
['larry', 'merlo', 'george', 'larry', 'start', 'appreciate', 'comment', 'would', 'planning', 'outlook', 'guidance', 'range', 'imply', 'range', 'assumption', 'think', 'would', 'simple', 'outlook', 'within', 'guidance', 'range', 'comprehend', 'market', 'could', 'talk', 'morning', 'comfortable', 'today', 'outlook', 'remains', 'intact']
260
260
261
261
262
262
['george', 'maybe', 'could', 'quick', 'follow', 'would', 'market', 'evolve', 'december', 'early', 'january', 'anything', 'different', 'playbook', 'different', 'playbook', 'thought', 'statin', 'class', 'think', 'drug', 'going', 'forward', 'question', 'guess', 'get', 'question', 'space', 'regular', 'playbook', 'perspective', 'anything', 'different', 'unfold']
263
263
['denton', 'think', 'different']
264
264
['larry', 'merlo', 'george', 'think', 'start', 'think', 'demonstrate', 'first', 'effective', 'savings', 'opportunity', 'client', 'execute', 'degree', 'service', 'member', 'certainly', 'whole', 'process', 'start', 'ensure', 'appropriate', 'clinical', 'outcome', 'think', 'continue', 'opportunity', 'going', 'forward']
265
265
['roberts', 'george', 'thing', 'would', 'different', 'specialty', 'realm', 'complexity', 'around', 'manage', 'example', 'harvoni', 'genotype', 'formulary', 'patient', 'genotype', 'option', 'genotype']
266
266
['think', 'combination', 'formulary', 'utilization', 'management', 'program', 'little', 'complexity', 'agree', 'larry', 'similar', 'capability', 'playing', 'space']
267
267
['george', 'thanks', 'appreciate', 'color']
268
268
['operator', 'question', 'come', 'jpmorgan', 'please', 'proceed', 'question']
269
269
['analyst', 'jpmorgan', 'wonder', 'maybe', 'could', 'design', 'talk', 'client', 'annual', 'survey', 'december', 'people', 'talk', 'minute', 'clinic', 'talk', 'maintenance', 'choice', 'obviously', 'talk', 'specialty', 'today', 'clearly', 'things', 'talk', 'client', 'could', 'things', 'change', '1/1/15', 'talk', 'spending', 'dollar', 'around', 'implementation', 'change', 'design', 'perspective']
270
270
271
271
272
272
['great', 'follow', 'question', 'around', 'generic', 'source', 'talk', 'payment', 'cardinal', 'incremental', 'savings', 'addition', 'payment', 'cardinal']
273
273
['denton', 'early', 'stage', 'effort', 'indicate', 'analyst', 'several', 'different', 'drive', 'economics', 'lowering', 'good', 'improvement', 'base', 'program']
274
274
275
275
['denton', 'quantify', 'unfortunately', 'going', 'quantify', 'laughter', 'thank']
276
276
277
277
278
278
['frank', 'morgan', 'analyst', 'capital', 'market', 'curious', 'guidance', 'december', 'analyst', 'contemplate', 'point', 'regard', 'discount', 'relate']
279
279
280
280
['frank', 'morgan', 'think', 'discussion', 'today', 'specialty', 'different', 'strategy', 'piece', 'miss', 'strategically', 'specialty', 'terms', 'drug', 'market', 'thanks']
281
281
282
282
283
283
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284
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['frank', 'morgan', 'thanks']
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290
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291
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['operator', 'question', 'come', 'steven', 'valiquette', 'please', 'proceed', 'question']
293
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294
294
295
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['steven', 'valiquette', 'separately', 'quickly', 'million', 'additional', 'life', 'mention', 'early', 'medicare', 'retiree', 'business', 'talk', 'analyst', 'public', 'exchange', 'particular', 'member', 'losses', 'separate', 'bucket', 'somewhere']
296
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297
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['steven', 'valiquette', 'thanks']
298
298
['operator', 'question', 'come', 'bosshard', 'cleveland', 'research', 'please', 'proceed', 'question']
299
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300
300
['larry', 'merlo', 'would', 'probably', 'fourth', 'fifth', 'inning', 'terms', 'opportunity']
301
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302
302
303
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306
306
307
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['helena', 'foulkes', 'president', 'retail', 'health', 'corporation', 'think', 'opportunity', 'given', 'going', 'thing', 'talk', 'morning', 'successful', 'launch', 'health', 'brand', 'definitely', 'resonate', 'consumer', 'seeing', '1,100-basis', 'point', 'increase', 'awareness', 'health', 'consumer', 'really', 'seeing', 'company', 'leader', 'healthcare', 'exactly', 'hope', 'using', 'momentum', 'focus', 'health', 'beauty', 'talk', 'analyst', 'keeping', 'running', 'business', 'hope', 'outcome']
310
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311
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['operator', 'question', 'come', 'ransom', 'raymond', 'james', 'please', 'proceed', 'question']
312
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['ransom', 'analyst', 'raymond', 'james', 'associate', 'couple', 'quick', 'first', 'assume', 'nexium', 'exclusive', 'multi', 'source', 'david', 'reason', 'assume', 'world', 'blow', 'right', 'exclusivity']
313
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314
314
315
315
316
316
['ransom']
317
317
318
318
['operator', 'question', 'come', 'edward', 'kelly', 'credit', 'suisse', 'please', 'proceed', 'question']
319
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['edward', 'kelly', 'analyst', 'credit', 'suisse', 'larry', 'mention', 'take', 'discipline', 'approach', 'prefer', 'network', 'hope', 'maybe', 'could', 'little', 'color', 'angle', 'given', 'marketplace', 'competitive', 'important', 'material', 'presence', 'business']
320
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322
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['think', 'unique', 'opportunity', 'recognize', 'announcement', 'coming', 'focus', 'terms', 'move', 'outcome', 'management', 'participate', 'today', 'terms', 'supporting', 'health', 'client', 'star', 'rating', 'affect', 'star', 'rating', 'engage', 'touch', 'patient', 'think', 'tremendous', 'opportunity', 'across', 'business', 'patient', 'health', 'client', 'terms', 'achieve', 'goal']
323
323
['edward', 'kelly', 'thank']
324
324
325
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326
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['muken', 'analyst', 'evercore', 'congrats', 'curious', 'building', 'little', 'helena', 'going', 'tobacco', 'things', 'tobacco', 'decision', 'rebranding', 'given', 'enterprise', 'perspective', 'maybe', 'looking', 'originally', 'anything', 'unsuspecting', 'something', 'challenge', 'offset', 'headwind', 'try', 'assume', 'develop', 'either', 'positively', 'negatively']
327
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328
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334
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335
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['operator', 'lady', 'gentleman', 'conclude', 'conference', 'today', 'thank', 'participation', 'please', 'disconnect']
336
336
337
337
338
338
339
340
340
341
342
342
['language', 'english']
343
344
344
['transcript', '021015a5614690.790']
345
346
346
347
348
348
349
349
350
351
351
352
353
353
['return']
354
355
355
356
357
358
358
359
360
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361
362
362
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364
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['length', '35487', 'words']
365
366
366
367
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370
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['health', 'corporation']
371
371
372
372
373
373
['lotvin']
374
374
['health', 'corporation', 'specialty', 'pharmacy']
375
375
['helena', 'foulkes']
376
376
['health', 'corporation', 'president', 'pharmacy']
377
377
378
378
379
379
380
380
['jones']
381
381
382
382
383
383
384
384
['charles', 'rhyee']
385
385
['cowen', 'company', 'analyst']
386
386
['alvin', 'concepcion']
387
387
['citigroup', 'analyst']
388
388
['hynes']
389
389
390
390
391
391
['deutsche', 'analyst']
392
392
393
393
394
394
395
395
396
396
397
397
398
398
['muken']
399
399
['group', 'analyst']
400
400
401
401
['cantor', 'fitzgerald', 'analyst']
402
402
403
403
['guggenheim', 'security', 'analyst']
404
404
['priya', 'gupta']
405
405
['barclays', 'capital', 'analyst']
406
406
['garen', 'sarafian']
407
407
['citigroup', 'analyst']
408
408
['sopcak']
409
409
['morgan', 'stanley', 'analyst']
410
410
411
411
['william', 'blair', 'company', 'analyst']
412
412
['percher']
413
413
414
414
['wiltamuth']
415
415
['jefferies', 'company', 'analyst']
416
416
['presentation']
417
417
['larry', 'merlo', 'president', 'health', 'corporation', 'morning', 'everyone', 'welcome', 'analyst', 'recognize', 'everyone', 'really', 'appreciate', 'taking', 'attend']
418
418
['think', 'everyone', 'know', 'healthcare', 'landscape', 'rapidly', 'evolve', 'meeting', 'provide', 'opportunity', 'share', 'significant', 'trend', 'issue', 'shape', 'marketplace', 'health', 'capitalize', 'trend', 'achieve', 'sustainable', 'growth']
419
419
['analyst', 'provide', 'unique', 'opportunity', 'showcase', 'several', 'member', 'senior', 'leadership', 'looking', 'forward', 'opportunity', 'share', 'thought', 'position', 'marketplace', 'effort', 'achieve', 'overall', 'enterprise', 'goal']
420
420
421
421
['since', 'speed', 'reader', 'right', 'since', 'analyst', 'thought', 'would', 'start', 'walking', 'highlight', 'accomplishment']
422
422
['first', 'happy', 'report', 'continue', 'exceed', 'financial', 'target', 'consistent', 'latest', 'guidance', 'expect', 'deliver', 'adjust', 'earnings', 'share', 'range', 'represent', 'growth', 'adjust', 'unusual', 'factor']
423
423
['addition', 'continue', 'expect', 'generate', 'substantial', 'range', 'billion', 'billion', 'strong', 'allow', 'return', 'investment', 'business', 'return', 'significant', 'value', 'shareholder', 'dividend', 'share', 'repurchase']
424
424
['wrapping', 'highly', 'successful', 'selling', 'season', 'billion', 'business', 'client', 'retention', 'model', 'continue', 'resonate', 'client', 'clear', 'winner', 'selling', 'season']
425
425
426
426
427
427
428
428
429
429
['usher', 'growth', 'company', 'really', 'underscore', 'purpose', 'helping', 'people', 'better', 'health', 'forefront', 'change', 'healthcare', 'landscape', 'health', 'unique', 'suite', 'capability', 'expertise', 'need', 'drive', 'innovation', 'shape', 'future', 'health']
430
430
['continue', 'deliver', 'breakthrough', 'product', 'services', 'whether', 'advise', 'patient', 'pharmacy', 'medication', 'introduce', 'unique', 'program', 'control', 'costs', 'client', 'caremark', 'innovate', 'healthcare', 'deliver', 'patient', 'complex', 'conditions', 'specialty', 'expand', 'access', 'quality', 'minuteclinic', 'think', 'today', 'excite', 'enterprise', 'become']
431
431
['theme', 'meeting', 'position', 'today', 'prepare', 'tomorrow', 'throughout', 'course', 'morning', 'health', 'position', 'thrive', 'change', 'healthcare', 'landscape', 'cover', 'ground', 'presentation', 'morning', 'thought', 'would', 'helpful', 'highlight', 'message', 'would', 'remember', 'today']
432
432
433
433
434
434
435
435
['finally', 'remain', 'focus', 'achieve', 'sustainable', 'growth', 'return', 'value', 'shareholder', 'enterprise', 'mindset']
436
436
437
437
438
438
['roberts', 'provide', 'update', 'integrate', 'offering', 'resonate', 'market', 'strategy', 'continue', 'life', 'growing', 'market']
439
439
['lotvin', 'provide', 'specialty', 'business', 'unique', 'specialty', 'assets', 'helping', 'client', 'manage', 'growing', 'specialty', 'spend']
440
440
441
441
442
442
['denton', 'health', 'corporation', 'morning', 'everyone', 'thank', 'larry', 'interest', 'guidance', 'minutes']
443
443
444
444
['agenda', 'morning', 'first', 'going', 'touch', 'progress', 'deliver', 'financial', 'target', 'provide', 'specific', 'details', 'guidance', 'lastly', 'revisit', 'steady', 'state', 'growth', 'target', 'framing', 'strong', 'growth', 'outlook', 'business', 'beyond', 'addition', 'highlight', 'technical', 'difficulty', 'overall', 'enterprise', 'growth', 'assets', 'maximize', 'value', 'stakeholder']
445
445
446
446
447
447
['couple', 'week', 'technical', 'difficulty', 'target', 'deliver', 'solid', 'financial', 'result', 'business', 'continue', 'significant', 'strategy', 'increase', 'share', 'dispense', 'drug', 'productive', 'growth', 'operate', 'profit', 'result', 'consistence', 'prior', 'guidance', 'expect', 'deliver', 'adjust', 'earnings', 'share', 'initial', 'guidance', 'range', 'despite', 'absorb', 'headwind', 'decision', 'tobacco', 'category']
448
448
449
449
450
450
['include', 'approximately', 'million', 'relate', 'timing', 'certain', 'receipts', 'delay', 'adjust', 'growth', 'would', 'still', 'solid']
451
451
452
452
453
453
454
454
['already', 'begin', 'benefit', 'lower', 'expect', 'impact', 'course', 'continue', 'effectively', 'invest', 'promotional', 'strategy', 'using', 'extracare', 'program', 'drive', 'bigger', 'profitable', 'basket', 'customer', 'continue', 'expansion', 'profitable', 'store', 'brand', 'product']
455
455
['exclude', 'impact', 'decision', 'tobacco', 'front', 'store', 'business', 'continue', 'contribute', 'growth', 'despite', 'traffic', 'nearly', 'retailer', 'experience', 'today', 'bottom', 'line', 'increase', 'generate', 'significant', 'amount']
456
456
['combine', 'improvement', 'balance', 'sheet', 'expect', 'increase', 'nearly', 'billion', 'versus', 'strong', 'balance', 'sheet', 'management', 'provide', 'flexibility', 'efficient', 'allocation', 'capital', 'focus', 'maintain', 'credit', 'rating', 'allow', 'effectively', 'finance', 'working', 'capital', 'need', 'company']
457
457
458
458
['given', 'september', 'expect', 'interest', 'relate', 'accretion', 'incremental', 'consistent', 'maintain', 'credit', 'rating', 'continue', 'target', 'adjust', 'ebitda', 'ratio', 'approximately', 'times', 'extent', 'continue', 'drive', 'ebitda', 'higher', 'issue', 'maintain', 'ratio']
459
459
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460
460
['maintain', 'relationship', 'going', 'forward', 'give', 'capacity', 'previously', 'model', 'recall', 'show', 'target', 'enable', 'generate', 'substantial', 'amount', 'horizon', 'approximately', 'billion', 'could', 'generate', 'earnings', 'target', 'establish', 'couple', 'strong', 'working', 'capital', 'management']
461
461
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462
462
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463
463
['dividend', 'payout', 'ratio', 'target', 'remains', 'approximately', 'imply', 'compound', 'annual', 'growth', 'dividend', 'nearly', 'additional', 'liquidity', 'invest', 'effort', 'acquisition', 'supplement', 'exist', 'asset']
464
464
['absent', 'attractive', 'value', 'enhance', 'internal', 'project', 'share', 'repurchase', 'approximately', 'billion', 'billion', 'expect', 'available', 'annually', 'average', 'strategy', 'perform', 'execution', 'target', 'nearly', 'billion', 'available', 'enhance', 'return']
465
465
466
466
467
467
468
468
['compound', 'annual', 'growth', 'additionally', 'return', 'billion', 'shareholder', 'share', 'repurchase', 'include', 'least', 'billion', 'three', 'years']
469
469
470
470
['please', 'announce', 'board', 'approve', 'billion', 'share', 'repurchase', 'program', 'reflect', 'board', 'ongoing', 'commitment', 'return', 'value', 'shareholder', 'give', 'ability', 'continue', 'successful', 'program', 'billion', 'prior', 'authorization', 'make', 'available', 'nearly', 'billion', 'share', 'repurchase']
471
471
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472
472
['dividend', 'share', 'repurchase', 'allocate', 'approximately', 'billion', 'toward', 'enhance', 'total', 'return', 'shareholder', 'alone', 'think', 'demonstrate', 'deliver', 'target', 'spend', 'morning', 'focus', 'growth', 'start', 'guidance']
473
473
['morning', 'provide', 'guidance', 'first', 'quarter', 'growth', 'comparison', 'versus', 'exclude', 'impact', 'early', 'extinguishment', 'approximately', 'share']
474
474
['expect', 'consolidate', 'revenue', 'growth', 'adjust', 'earnings', 'share', 'range', 'share', 'reflect', 'solid', 'growth', '15.75', 'expect', 'range', 'share']
475
475
['expect', 'generate', 'substantial', 'amount', 'expect', 'operations', 'range', 'billion', 'billion']
476
476
477
477
['retail', 'segment', 'expect', 'operate', 'profit', 'increase', 'reflect', 'another', 'solid', 'growth', 'across', 'business', 'despite', 'headwind', 'create', 'decision', 'tobacco', 'decision', 'alone', 'expect', 'dilute', 'retail', 'operate', 'profit', 'growth', 'approximately', 'basis', 'point', 'expect', 'revenue', 'growth', 'store', 'sales', 'growth', 'expect', 'somewhat', 'range']
478
478
479
479
['putting', 'tobacco', 'aside', 'given', 'consumer', 'environment', 'moment', 'expect', 'healthy', 'growth', 'throughout', 'expect', 'retail', 'gross', 'margin', 'gain', 'expect', 'generic', 'growth', 'store', 'brand', 'tobacco', 'largely', 'offset', 'continue', 'pharmacy', 'reimbursement', 'pressure', 'however', 'expect', 'modest', 'improvement', 'expense', 'leverage', 'result', 'retail', 'operate', 'margin', 'expect', 'expand', 'basis', 'point']
480
480
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481
481
482
482
483
483
484
484
485
485
['change', 'expect', 'healthcare', 'reform', 'positive', 'business', 'participate', 'coverage', 'expansion', 'medicaid', 'public', 'exchange']
486
486
487
487
488
488
['third', 'introduction', 'generic', 'continue', 'improve', 'profitability', 'break', 'generic', 'although', 'significantly', 'weight']
489
489
['fourth', 'incremental', 'benefit', 'coram', 'business', 'first', 'health', 'lastly', 'expect', 'dilution', 'decision', 'tobacco', 'category', 'continue', 'third', 'quarter']
490
490
491
491
492
492
493
493
['generic', 'enter', 'marketplace', 'driving', 'economics', 'limited', 'supply', 'break', 'profitability', 'high', 'break', 'period', 'period', 'occur', 'three', 'supplier']
494
494
495
495
496
496
497
497
['first', 'impact', 'quickly', 'review', 'three', 'arrangement', 'provide', 'value']
498
498
499
499
500
500
501
501
502
502
503
503
504
504
['estimate', 'incremental', 'dilutive', 'impact', 'remember', 'impact', 'load', 'expect', 'impact', 'front', 'load', 'dilution', 'fully', 'wrap', 'fourth', 'quarter']
505
505
506
506
['modeling', 'cadence', 'quarterly', 'profits', 'several', 'timing', 'factor', 'first', 'difference', 'timing', 'break', 'generic', 'versus', 'timing', 'adversely', 'affect', 'first', 'margin', 'perspective']
507
507
508
508
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509
509
['third', 'investing', 'incrementally', 'welcome', 'season', 'ensure', 'successful', 'migration', 'customer', 'success', 'selling', 'season', 'expect', 'tough', 'comparison']
510
510
['fourth', 'tough', 'comparison', 'compare', 'unusual', 'occur', 'recall', 'margin', 'benefit', 'finalization', 'california', 'medicaid', 'reimbursement', 'rates']
511
511
['result', 'reconciliation', 'final', 'rates', 'historical', 'estimate', 'retail', 'gross', 'margin', 'benefit', 'million', 'benefit', 'million', 'comparing', 'unusual', 'event']
512
512
513
513
514
514
515
515
516
516
['expect', 'operate', 'profit', 'lower', 'growth', 'timing', 'break', 'generic', 'investment', 'welcome', 'season', 'factor', 'influence', 'profit', 'growth', 'cadence', 'revenue', 'expect', '15.75']
517
517
518
518
['value', 'creation', 'enhance', 'still', 'significant', 'opportunity', 'drive', 'value', 'payer', 'partner', 'example', 'value', 'alone', 'create', 'cover', 'illustrate', 'value', 'building', 'block', 'health', 'offer', 'value', 'building', 'block', 'services', 'member', 'might', 'utilize', 'point', 'coverage']
519
519
520
520
['traditional', 'today', 'world', 'manage', 'claim', 'offering', 'order', 'dispense', 'specialty', 'services', 'traditional', 'extend', 'create', 'value', 'driving', 'higher', 'profits', 'offering', 'better', 'control', 'costs', 'using', 'traditional', 'tool', 'however', 'health', 'touch', 'point', 'payer', 'patient', 'offering', 'maintenance', 'choice', 'specialty', 'connect', 'pharmacy', 'advisor', 'minuteclinic', 'infusion', 'services', 'health', 'relate', 'product', 'front', 'store']
521
521
522
522
523
523
524
524
['course', 'years', 'target', 'growth', 'operate', 'profit', 'growth', 'preliminary', 'adjust', 'earnings', 'share', 'earnings', 'share', 'layer', 'impact', 'share', 'repurchase', 'given', 'likely', 'possibility', 'remains', 'educate', 'guest', 'future', 'operate', 'performance']
525
525
526
526
['reiterate', 'level', 'assumption', 'inherent', 'target', 'appear', 'appendix', 'presentation', 'handy', 'summary', 'capital', 'allocation', 'priority', 'deployment', 'guide', 'discipline', 'adjust', 'decision']
527
527
528
528
['commit', 'either', 'funding', 'type', 'project', 'return', 'shareholder', 'create', 'value', 'think', 'track', 'record', 'continue', 'demonstrate', 'ability']
529
529
['summary', 'company', 'position', 'today', 'establish', 'strong', 'track', 'record', 'deliver', 'promise', 'gain', 'share', 'increase', 'dispense', 'volume', 'across', 'enterprise', 'health', 'offer', 'value', 'cover', 'competitor', 'healthcare', 'driving', 'business', 'decision', 'enterprise', 'mindset']
530
530
531
531
['thank', 'going', 'larry', 'merlo', 'going', 'question']
532
532
533
533
534
534
535
535
['larry', 'merlo', 'talking', 'probably', '2-plus', 'years', 'talking', 'pricing', 'remains', 'competitive', 'marketplace', 'rational', 'change', 'think', 'ticket', 'right', 'price', 'right', 'service', 'allow', 'begin', 'things', 'highlight', 'terms', 'health', 'provide']
536
536
537
537
['denton', 'question', 'would', 'couple', 'things', 'around']
538
538
539
539
['think', 'maybe', 'first', 'second', 'inning', 'formulary', 'management', 'perspective', 'specialty', 'think', 'later', 'today', 'enhance', 'opportunity', 'space', 'drive', 'costs', 'lower', 'client', 'enhance', 'performance']
540
540
['inaudible', 'things', 'medicare', 'medicaid', 'specialty']
541
541
['denton', 'along', 'continue', 'reimbursement', 'pressure']
542
542
543
543
['larry', 'merlo', 'charles', 'great', 'question', 'little']
544
544
545
545
546
546
['denton', 'going', 'quantify', 'would', 'great', 'standing', 'organization']
547
547
548
548
549
549
['larry', 'merlo', 'would', 'think', 'generic', 'purchasing', 'really', 'scale', 'knowledge', 'expertise', 'successful', 'operations', 'cardinal', 'individual', 'responsible', 'lift', 'entity', 'terrific']
550
550
['hynes', 'analyst', 'mizuho', 'security', 'hynes', 'mizuho', 'security', 'ebitda', 'target', 'comfort', 'level', 'would', 'increase', 'acquisition', 'along', 'regard', 'preference', 'healthcare', 'retail', 'domestic', 'versus', 'international']
551
551
552
552
['commit', 'relate', 'acquisition', 'totality', 'going', 'today', 'health', 'try', 'enhance', 'asset', 'drive', 'value', 'healthcare', 'segment', 'opportunity', 'either', 'increase', 'expertise', 'increase', 'reach', 'within', 'healthcare', 'space']
553
553
554
554
['could', 'maybe', 'readdress', 'topic', 'nothing', 'seem', 'change', 'structurally', 'generic', 'market', 'anything', 'consolidation', 'supply', 'chain', 'maybe', 'company', 'outlook', 'generic', 'pricing', 'maybe', 'reimbursement']
555
555
['larry', 'merlo', 'george', 'start', 'maybe', 'think', 'talking', 'couple', 'earnings', 'call', 'anything', 'surprise', 'isolate', 'price', 'increase', 'certain', 'whether', 'drive', 'shortage', 'whatever', 'really', 'different', 'years', 'overall', 'deflationary', 'nature', 'generic', 'industry', 'remains', 'intact', 'change']
556
556
557
557
558
558
['denton', 'maybe', 'start', 'guidance', 'obviously', 'assume', 'certain', 'things', 'favorable', 'certain', 'things', 'negative', 'within', 'payment', 'think', 'would', 'within']
559
559
560
560
561
561
['really', 'shift', 'economics', 'business', 'really', 'enhance', 'provider', 'relationship', 'provider', 'relationship', 'drive', 'color', 'gross', 'profit', 'economics', 'additional', 'share', 'shift', 'really', 'lever', 'outperformance', 'perspective', 'opinion']
562
562
563
563
564
564
['wonder', 'could', 'understand', 'different', 'maybe', 'contract', 'structure', 'extent', 'could', 'protect', 'issue', 'business', 'general', 'better', 'understanding', 'terms', 'outperformance', 'relative', 'peer', 'issue', 'bringing']
565
565
['larry', 'merlo', 'start', 'think', 'important', 'start', 'seeing', 'reimbursement', 'pressure', 'marketplace', 'retail']
566
566
['going', 'continue']
567
567
['reflect', 'guidance', 'provide']
568
568
['anything', 'expect']
569
569
570
570
['think', 'throughout', 'morning', 'tool', 'discipline', 'enter', 'contract', 'retail', 'perspective', 'tool', 'exist', 'going', 'specific', 'contract', 'structure', 'think', 'quite', 'frankly', 'little', 'secret', 'sauce', 'think', 'knowledge', 'expertise', 'organization', 'allow', 'execute', 'strategy', 'thoughtful', 'value', 'enhance']
571
571
['meredith', 'adler', 'analyst', 'barclays', 'capital', 'meredith', 'adler', 'barclays', 'wonder', 'whether', 'international', 'thinking', 'maybe', 'couple', 'years', 'opportunity', 'necessarily', 'retail', 'aspect', 'business']
572
572
573
573
574
574
575
575
['meredith', 'adler', 'guidance']
576
576
['denton']
577
577
['muken', 'analyst', 'group', 'muken', 'evercore', 'change', 'peer', 'month', 'another', 'night', 'competitor', 'think', 'positioning']
578
578
['unique', 'strategy', 'obviously', 'resonate']
579
579
580
580
['influence', 'communications', 'customer', 'potential', 'customer', 'success', 'stability', 'versus', 'instability', 'elsewhere', 'influence', 'capital', 'allocation', 'process', 'clearly', 'confidence', 'strategy', 'buying', 'share']
581
581
['better', 'quite', 'influence', 'try', 'whole', 'picture', 'together', 'given', 'instability', 'elsewhere', 'stability']
582
582
583
583
['confident', 'strategy', 'management', 'align', 'laser', 'focus', 'executing', 'whether', 'things', 'workforce', 'engagement', 'client', 'stakeholder']
584
584
585
585
586
586
587
587
['analyst', 'cantor', 'fitzgerald', 'cantor', 'fitzgerald', 'mention', 'generic', 'nexium', 'expect', 'neutral', 'earnings', 'given', 'guidance', 'load', 'earn', 'sensitivity', 'around', 'generic', 'pipeline', 'overall', 'example', 'generic', 'launch', 'similar', 'billion', 'billion', 'comment', 'flowthrough', 'earnings', 'relative', 'guidance']
588
588
['denton', 'maybe', 'specifically', 'generality', 'obviously', 'generic', 'perspective', 'generic', 'limited', 'supply', 'category', 'behave', 'brand', 'profits', 'enhance', 'break', 'period']
589
589
590
590
591
591
['years', 'retail', 'margin', 'margin', 'higher', 'within', 'context', 'front', 'margin', 'higher', 'circular', 'personalization', 'maybe', 'individualize', 'pricing', 'opportunity']
592
592
['larry', 'merlo', 'helena', 'point', 'terms', 'front', 'store', 'opportunity', 'margin', 'expansion', 'answer', 'overall']
593
593
594
594
['caremark', 'member', 'retail', 'organization', 'think', 'outstanding', 'working', 'retail', 'provider', 'think', 'point', 'pharmacy', 'behalf', 'respective', 'client', 'area', 'manage', 'whether', 'adhere', 'formulary', 'things', 'patient', 'adherent', 'medication']
595
595
596
596
597
597
598
598
['pushing', 'upgrade', 'certainly', 'downgrade', 'perspective', 'really', 'definition', 'around', 'acquisition']
599
599
['would', 'try', 'think', 'acquisition', 'really', 'supplement', 'exist', 'asset', 'sight', 'synergy', 'sight', 'additional', 'capability', 'would', 'really', 'empower', 'business', 'successful', 'marketplace', 'context', 'manage', 'balance', 'sheet', 'discipline', 'around', 'commitment', 'commitment', 'specifically']
600
600
601
601
602
602
['guidance', 'table', 'target', 'would', 'strategic', 'review', 'business', 'achieve', 'target', 'going', 'start', 'walking', 'change', 'foresee', 'healthcare', 'marketplace', 'demonstrate', 'right', 'move', 'capitalize', 'trend', 'result', 'share']
603
603
['discus', 'prepare', 'today', 'focus', 'prepare', 'tomorrow', 'evolve', 'priority', 'market', 'several', 'years', 'positioning', 'change', 'need', 'payer', 'provider', 'customer', 'continue', 'enterprise', 'share', 'finally', 'summarize', 'enterprise', 'growth', 'strategy', 'expect', 'capture', 'continue', 'benefit', 'unique', 'competitive', 'advantage', 'drive', 'value', 'stakeholder']
604
604
['review', 'significant', 'move', 'level', 'result', 'demonstrate', 'model', 'winning', 'marketplace', 'start', 'meeting', 'acknowledge', 'change', 'healthcare', 'environment', 'undergo', 'several', 'years', 'minute', 'situation', 'sponsor', 'looking', 'additional', 'savings', 'opportunity']
605
605
['provider', 'looking', 'better', 'adherence', 'prescribe', 'medication', 'patient', 'looking', 'better', 'access', 'choice', 'deliver', 'value', 'combine', 'entity', 'offer', 'patient', 'convenience', 'pharmacy', 'retailer', 'interaction', 'trust', 'pharmacist', 'along', 'savings', 'model']
606
606
607
607
608
608
609
609
['introduce', 'innovative', 'integrate', 'offering', 'specialty', 'connect', 'give', 'patient', 'choice', 'convenience', 'picking', 'specialty', 'medication', '7,800', 'store', 'combine', 'help', 'become', 'large', 'specialty', 'pharmacy', 'country']
610
610
611
611
612
612
['opportunity', 'acquire', 'incremental', 'life', 'several', 'provider', 'years', 'leading', 'provider', 'growing', 'space', 'generic', 'launch', 'continue', 'slowing', 'little', 'reimbursement', 'pressure', 'ongoing', 'pharmacy', 'margin', 'talk', 'going', 'continue', 'squeeze', 'combat', 'scale', 'critical', 'negotiate', 'lowest', 'possible', 'acquisition', 'costs', 'manufacturer']
613
613
614
614
['minuteclinic', 'another', 'innovation', 'helping', 'address', 'access', 'issue', 'create', 'influx', 'newly', 'insured', 'along', 'shortage', 'primary', 'physician', 'continue', 'expand', 'footprint', 'enhance', 'service', 'offering', 'establish', 'affiliation', 'nearly', 'health', 'system', 'provide', 'connectivity', 'provider', 'electronic', 'medical', 'record', 'allow', 'seamlessly', 'share', 'information', 'improve', 'patient']
615
615
616
616
617
617
['additionally', 'large', 'retail', 'clinic', 'provider', 'offer', 'reduce', 'minuteclinics', 'provide', 'quality', 'effective', 'minuteclinic', 'million', 'patient', 'since', 'inception']
618
618
['finally', 'clinical', 'expertise', 'enable', 'deliver', 'superior', 'outcome', 'lower', 'costs', 'patient', 'client', 'multiple', 'touch', 'point', 'patient', 'provider', 'sponsor', 'unique', 'specific', 'need', 'allow', 'bring', 'optimal', 'solution', 'market', 'standalone', 'peer', 'simply', 'match']
619
619
['result', 'prescription', 'market', 'growing', 'healthy', 'gain', 'disproportionate', 'share', 'growth', 'prescription', 'dispense', 'increase', 'million', 'adjust', 'script']
620
620
621
621
['think', 'testament', 'succeed', 'gain', 'growing', 'share', 'growing', 'market', 'share', 'gain', 'drive', 'combination', 'organic', 'growth', 'ability', 'drive', 'greater', 'share', 'claim', 'volume', 'enterprise', 'channels']
622
622
623
623
['successful', 'growing', 'enterprise', 'share', 'claim', 'looking', 'growth', 'retail', 'specialty', 'channels', 'caremark', 'manage', 'dispense', 'claim', 'total', 'million']
624
624
625
625
['incremental', 'million', 'script', 'retail', 'specialty', 'assets', 'slide', 'highlight', 'ability', 'capture', 'growing', 'share', 'growing']
626
626
627
627
['shift', 'gear', 'future', 'prepare', 'change', 'start', 'walking', 'healthcare', 'market', 'evolve', 'health', 'evolution']
628
628
629
629
['second', 'payer', 'shifting', 'health', 'plan', 'growing', 'importance', 'sponsor', 'continually', 'seeking', 'innovative', 'solution', 'specialty', 'growth', 'manage', 'pharmacy', 'spend']
630
630
['third', 'consumer', 'accountability', 'taking', 'active', 'health', 'decision', 'making', 'finally', 'provider', 'form', 'strategic', 'alliance', 'share', 'upside', 'provide', 'healthier', 'outcome', 'greater', 'efficiency']
631
631
['begin', 'address', 'impact', 'health', 'reform', 'market', 'growing', 'sometimes', 'churn', 'forward', 'expect', 'reform', 'demographic', 'change', 'increase', 'number', 'life', 'gain', 'insurance', 'coverage', 'provide', 'secular', 'tailwind', 'industry']
632
632
633
633
['continue', 'growth', 'medicare', 'medicaid', 'million', 'life', 'gain', 'insurance', 'coverage', 'public', 'exchange', 'first', 'still', 'plenty', 'growth', 'although', 'utilization', 'trend', 'population', 'still', 'stabilize', 'beginning', 'become', 'clear', 'patient', 'utilize', 'higher', 'percentage', 'generic', 'specialty', 'higher', 'commercial', 'population']
634
634
['things', 'consider', 'growth', 'overall', 'insured', 'life', 'churn', 'market', 'expect', 'health', 'gainer', 'still', 'early', 'silver', 'tsunami', 'drive', 'script', 'growth', 'probably', 'decade']
635
635
['senior', 'higher', 'prevalence', 'chronic', 'conditions', 'utilize', 'times', 'prescription', 'younger', 'population', 'senior', 'medicare', 'compete', 'life', 'number']
636
636
['first', 'silverscript', 'necessary', 'scale', 'aggressively', 'capture', 'life', 'market', 'introduce', 'silverscript', 'choice', 'combine', 'dollar', 'deductible', 'affordable', 'premium', 'product', 'receive', 'poise', 'incremental', 'life']
637
637
638
638
['state', 'seeking', 'savings', 'opportunity', 'fueling', 'growth', 'manage', 'medicaid', 'traditional', 'service', 'model', 'participate', 'manage', 'medicaid', 'health', 'client', 'industry', 'leader', 'market', 'share', 'leading', 'position', 'serving', 'manage', 'medicare', 'market', 'enable', 'drive', 'incremental', 'script', 'retail', 'channel', 'participate', 'restrictive', 'network']
639
639
['today', 'retail', 'medicaid', 'represent', 'script', 'dispense', 'expect', 'growth', 'medicaid', 'present', 'great', 'opportunity', 'continue', 'enterprise', 'share']
640
640
641
641
['public', 'exchange', 'participate', 'carve', 'basis', 'health', 'client', 'health', 'offer', 'integrate', 'medical', 'pharmacy', 'benefit', 'provide', 'services', 'private', 'exchange', 'participate', 'carve', 'basis', 'health', 'client', 'carve', 'basis', 'standalone', 'offer', 'prescription', 'benefit', 'directly']
642
642
643
643
['point', 'probably', 'pick', 'theme', 'growing', 'importance', 'health', 'plan', 'playing', 'market', 'tremendous', 'opportunity', 'enterprise', 'share', 'continue', 'serve', 'health', 'plan', 'client', 'strategic', 'technical', 'difficulty', 'prefer', 'network', 'unique', 'services', 'product', 'maintenance', 'choice', 'pharmacy', 'advisor', 'robust', 'customer', 'member', 'service']
644
644
['example', 'health', 'partner', 'client', 'technical', 'difficulty', 'exchange', 'given', 'strong', 'experience', 'position', 'health', 'plan', 'drive', 'share', 'enterprise', 'channels', 'whether']
645
645
646
646
['position', 'manage', 'trend', 'broad', 'specialty', 'capability', 'become', 'large', 'specialty', 'pharmacy', 'country', 'expect', 'generate', 'billion', 'enterprise', 'specialty', 'revenue', 'expect', 'billion', 'billion', 'generate', 'roughly', 'billion', 'dispense', 'manage']
647
647
['dispense', 'volume', 'alone', 'share', 'addressable', 'specialty', 'market', 'defining', 'addressable', 'market']
648
648
['historically', 'view', 'portion', 'specialty', 'fall', 'pharmacy', 'benefit', 'addressable', 'today', 'expand', 'capability', 'health', 'addressable', 'market', 'significantly', 'larger', 'include', 'specialty', 'spend', 'fall', 'medical', 'benefit', 'minus', 'infuse', 'oncology', 'addressable', 'market']
649
649
650
650
651
651
['specialty', 'utilization', 'increase', 'treatment', 'complex', 'conditions', 'market', 'elevated', 'price', 'point', 'sponsor', 'actually', 'specialty', 'costs', 'growing', 'nearly', 'total', 'pharmacy', 'spend', 'trend', 'play', 'several', 'years', 'sponsor', 'clearly', 'looking', 'innovative', 'solution', 'curve']
652
652
['believe', 'position', 'years', 'experience', 'specialty', 'along', 'capability', 'manage', 'spend', 'pharmacy', 'medical', 'benefit', 'patient', 'lower', 'site', 'infusion', 'services', 'coram', 'cutting', 'medical', 'claim', 'editing', 'technology', 'novologix']
653
653
654
654
655
655
656
656
657
657
658
658
['large', 'movement', 'towards', 'prefer', 'pharmacy', 'network', 'space', 'three', 'quarters', 'beneficiary', 'prefer', 'pharmacy', 'arrangement', 'mention', 'pharmacy', 'prefer', 'provider', 'regional', 'national', 'plan']
659
659
['important', 'although', 'success', 'space', 'continue', 'discipline', 'approach', 'opportunity', 'retail', 'economic', 'model', 'ensure', 'margin', 'compression', 'share', 'analysis', 'provide', 'right', 'economic', 'result']
660
660
661
661
['finish', 'walking', 'need', 'sponsor', 'spend', 'little', 'consumer', 'playing', 'active', 'healthcare', 'decision', 'making', 'talk', 'call', 'retailization', 'healthcare', 'expect', 'trend', 'continue', 'employer', 'employee', 'consumer', 'direct', 'health', 'plan']
662
662
663
663
664
664
['expand', 'digital', 'offering', 'better', 'engage', 'customer', 'improve', 'experience', 'consumer', 'comfortable', 'digital', 'tool', 'increasingly', 'leverage', 'generate', 'convenience', 'savings']
665
665
['company', 'shift', 'consumer', 'direct', 'plan', 'higher', 'deductible', 'important', 'steps', 'avoid', 'unintended', 'consequence', 'health', 'experience', 'understand', 'consumer', 'behavior', 'educate', 'along', 'expertise', 'experience', 'implement', 'effective', 'design', 'drive', 'desirable', 'outcome']
666
666
667
667
['trend', 'improve', 'adherence', 'chronic', 'disease', 'occur', 'ultimately', 'reduce', 'overall', 'healthcare', 'costs']
668
668
['shift', 'patient', 'lower', 'price', 'therapy', 'reducing', 'trend', 'lowering', 'costs', 'power', 'design', 'critical', 'driving', 'optimal', 'outcome', 'retailization', 'healthcare', 'continue']
669
669
['partner', 'provider', 'drive', 'better', 'effective', 'outcome', 'provider', 'value', 'physician', 'increasingly', 'collaborate', 'healthcare', 'provider', 'share', 'goal', 'improve', 'patient', 'outcome', 'lowering', 'overall', 'medical', 'costs']
670
670
['years', 'number', 'arrangement', 'increase', 'pretty', 'dramatically', 'million', 'people', 'accountable', 'organization', 'arrangement', 'typically', 'allow', 'healthcare', 'provider', 'enter', 'base', 'contract', 'incentivized', 'outcome', 'oppose', 'base', 'structure']
671
671
672
672
673
673
['another', 'unique', 'health', 'asset', 'health', 'engagement', 'engine', 'recall', 'years', 'talk', 'consumer', 'engagement', 'engine', 'engine', 'enabler', 'behind', 'innovation', 'bring', 'market', 'pharmacy', 'advisor']
674
674
675
675
['using', 'technology', 'connect', 'provider', 'insurer', 'mistake', 'health', 'engagement', 'engine', 'continue', 'enabler', 'develop', 'additional', 'innovative', 'solution', 'future', 'challenge']
676
676
677
677
['multiple', 'touch', 'point', 'whether', 'specialty', 'retail', 'minuteclinic', 'multitude', 'clinical', 'program', 'means', 'value', 'health', 'greater', 'would', 'peer', 'continue', 'drive', 'operational', 'efficiency', 'excellence', 'execution', 'superior', 'customer', 'service']
678
678
['significant', 'scale', 'market', 'allow', 'continue', 'provider']
679
679
680
680
681
681
['description', 'found', 'appendix', 'first', 'partner', 'health', 'plan', 'talk', 'earlier', 'growing', 'importance', 'offer', 'large', 'opportunity', 'life', 'share']
682
682
683
683
684
684
685
685
686
686
['fourth', 'locking', 'adherence', 'awful', 'continue', 'search', 'drive', 'adherence', 'create', 'value', 'patient', 'client', 'company', 'along', 'transform', 'primary', 'minuteclinics', 'continue', 'primary', 'provider', 'improve', 'health', 'outcome', 'patient']
687
687
688
688
689
689
['assure', 'excite', 'future', 'hold', 'health']
690
690
['roberts', 'president', 'caremark', 'health', 'corporation', 'thanks', 'larry', 'morning', 'everyone', 'happy', 'morning', 'importantly', 'position', 'continue', 'success', 'several', 'years']
691
691
['going', 'start', 'sharing', 'performance', 'highlight', 'behind', 'highlight', 'include', 'manage', 'pharmacy', 'trend', 'client', 'member', 'differentiate', 'program', 'helping', 'retain', 'business']
692
692
693
693
694
694
['story', 'continue', 'starting', 'billion', 'business', 'winning', 'client', 'across', 'segment', 'competitive', 'environment']
695
695
696
696
697
697
['sales', 'really', 'terrific', 'success', 'reflection', 'entire', 'company', 'level', 'service', 'execution', 'competitive', 'pricing', 'integrate', 'model', 'allow', 'deliver', 'differentiate', 'product', 'services']
698
698
699
699
700
700
701
701
['finally', 'client', 'choose', 'another', 'vendor', 'consider', 'competitive', 'environment', 'value', 'client', 'place', 'service', 'happy', 'result', 'process', 'onboarding', 'client', 'member', 'large', 'welcome', 'season']
702
702
['include', 'implement', 'billion', 'business', 'spoke', 'transition', 'aetna', 'member', 'platform', 'continue', 'aetna', 'migration', 'worth', 'putting', 'supporting', '1,500', 'exist', 'client', 'ensure', 'compliance', 'maximum', 'pocket', 'requirement', 'affordable', 'along', 'implement', 'consumer', 'drive', 'health', 'plan', 'employer', 'continue', 'migrate', 'benefit', 'design', 'ensure', 'success', 'appropriate', 'investment', 'people', 'planning', 'technology', 'successful', 'welcome', 'season']
703
703
704
704
705
705
['first', 'competitive', 'price', 'deliver', 'service', 'client', 'member', 'clearly', 'point', 'area', 'differentiate', 'services', 'capability']
706
706
707
707
708
708
['move', 'aetna', 'continue', 'expand', 'partnership', 'recall', 'commercial', 'business', 'move', 'platform']
709
709
['january', 'aetna', 'medicare', 'business', 'immediately', 'begin', 'working', 'implement', 'coventry', 'medicare', 'business', 'january', 'following']
710
710
711
711
['aetna', 'platform', 'customer', 'differentiate', 'program', 'maintenance', 'choice', 'pharmacy', 'advisor', 'seeing', 'differentiate', 'program', 'continue', 'expand', 'within', 'aetna', 'business', 'month', 'completion', 'commercial', 'business', 'migration']
712
712
713
713
714
714
715
715
716
716
717
717
718
718
['client', 'adopt', 'strategy', 'lower', 'eliminate', 'minuteclinic', 'services', 'member', 'opportunity', 'client', 'provide', 'benefit', 'member', 'something', 'today', 'environment']
719
719
720
720
721
721
722
722
['meaningfully', 'enterprise', 'share', 'client', 'adopt', 'program', 'clearly', 'benefit', 'member', 'client', 'health']
723
723
724
724
['believe', 'change', 'occur', 'retailization', 'health', 'health', 'plan', 'willing', 'adopt', 'program', 'reduce', 'costs', 'competitive', 'marketplace', 'continue', 'focus', 'particular', 'emphasis', 'driving', 'adoption', 'unique', 'differentiate', 'program', 'health', 'plan']
725
725
['minutes', 'going', 'trend', 'occur', 'pharmacy', 'significant', 'impact', 'client', 'spend', 'consequently', 'trend', 'influence', 'management', 'program', 'adopt']
726
726
727
727
['point', 'generic', 'launch', 'blockbuster', 'include', 'lipitor', 'plavix', 'billion', 'patent', 'generic', 'version', 'launch', 'marketplace']
728
728
['generic', 'launch', 'several', 'years', 'expect', 'generic', 'pipeline', 'somewhere', 'billion', 'range', 'although', 'still', 'significant', 'clearly', 'deliver', 'savings', 'client', 'expect', 'years']
729
729
730
730
731
731
['launch', 'class', 'cholesterol', 'lowering', 'specialty', 'medication', 'call', 'pcsk9', 'inhibitor', 'drug', 'effective', 'could', 'strong', 'utilization', 'expect', 'annual', '10,000', 'patient', 'expensive', 'approximately', 'annual', 'treatment', 'generic', 'statin', 'available', 'today']
732
732
733
733
734
734
['comprehensive', 'suite', 'solution', 'address', 'spend', 'across', 'pharmacy', 'benefit', 'medical', 'benefit', 'specialty', 'specialty', 'solution', 'range', 'formulary', 'network', 'option', 'address', 'choice', 'complex', 'infuse', 'drug']
735
735
736
736
737
737
['approach', 'deliver', 'savings', 'client', 'member', 'improve', 'rebate', 'formulary', 'brand', 'increase', 'penetration', 'saving', 'generic', 'exclude', 'drug', 'manage', 'formulary', 'traditional', 'competitor', 'average', 'client', 'save', 'member', 'save', 'almost', 'transition', 'prescription']
738
738
['rigorous', 'approach', 'formulary', 'management', 'expect', 'result', 'incremental', 'savings', 'billion', 'majority', 'value', 'pass', 'along', 'client', 'others', 'follow', 'strategy', 'continue', 'innovate', 'recently', 'announce', 'development', 'launch', 'aggressive', 'formulary', 'call', 'advance', 'formulary', 'include', 'formula', 'option', 'assist', 'client', 'expenditure', 'specialty']
739
739
740
740
741
741
742
742
['offer', 'client', 'range', 'network', 'option', 'generate', 'savings', 'mention', 'earlier', 'version', 'maintenance', 'choice', 'receive', 'client']
743
743
['business', 'third', 'adopt', 'version', 'narrow', 'network', 'demonstrate', 'narrow', 'network', 'deliver', 'savings', 'client', 'still', 'provide', 'excellent', 'access', 'member']
744
744
['summarize', 'expect', 'return', 'double', 'digit', 'pharmacy', 'trend', 'health', 'plan', 'employer', 'client', 'looking', 'innovative', 'comprehensive', 'trend', 'solution']
745
745
['solution', 'address', 'costs', 'solution', 'drive', 'share', 'channels', 'client', 'member', 'health']
746
746
['provide', 'seats', 'insight', 'report', 'publish', 'october', 'publish', 'health', 'research', 'institute', 'describe', 'adherence', 'challenge', 'action', 'client', 'adherence', 'easy', 'helping', 'lower', 'overall', 'costs']
747
747
['position', 'growth', 'evolve', 'healthcare', 'environment', 'happening', 'healthcare', 'great', 'change', 'center', 'around', 'consumer']
748
748
749
749
['percentage', 'newly', 'eligible', 'healthcare', 'receive', 'receive', 'coverage', 'medicaid', 'expert', 'project', 'approximate', 'increase', 'life', 'years']
750
750
['major', 'growth', 'medicare', 'aging', 'population', '10,000', 'people', 'turning', 'every', 'country', 'growth', 'medicare', 'exchange', 'employer', 'choose', 'migrate', 'retiree', 'exchange', 'already', 'business', 'mention', 'earlier']
751
751
752
752
['thing', 'clear', 'consumer', 'choice', 'health', 'coverage', 'increase', 'accountability', 'actual', 'costs', 'leaving', 'somewhat', 'confuse', 'choice', 'information', 'concern', 'pocket', 'costs', 'always', 'support', 'health']
753
753
754
754
755
755
['around', 'slide', 'overview', 'hear', 'center', 'retail', 'pharmacist', 'helping', 'member', 'chronic', 'conditions', 'diabetes', 'cardiovascular', 'disease', 'manage', 'conditions', 'stay', 'adherent', 'medication', 'counseling', 'result', 'significant', 'adherence', 'improvement', 'percentage', 'point', 'pharmacy']
756
756
['minuteclinic', 'nurse', 'helping', 'patient', 'manage', 'chronic', 'condition', 'addition', 'provide', 'wellness', 'program', 'effective', 'primary', 'services', 'research', 'show', 'patient', 'minuteclinic', 'fewer', 'emergency', 'visit', 'fewer', 'hospital', 'admission', 'overall', 'health', 'costs', 'lower']
757
757
['specialty', 'patient', 'clinician', 'specialty', 'include', 'disease', 'management', 'nurse', 'coram', 'nurse', 'support', 'patient', 'infuse', 'medication', 'additional', 'clinical', 'expertise', 'really', 'add', 'materially', 'clinical', 'available', 'patient', 'provider', 'promote', 'health', 'member']
758
758
['continue', 'expand', 'digital', 'support', 'member', 'member', 'reminder', 'order', 'refill']
759
759
760
760
['interest', 'offering', 'benefit', 'opportunity', 'specialist', 'modeling', 'capability', 'identify', 'patient', 'getting', 'track', 'complex', 'regimen', 'multiple', 'prescription']
761
761
762
762
763
763
764
764
765
765
['move', 'medicaid', 'caremark', 'substantial', 'market', 'medicaid', 'population', 'challenge']
766
766
767
767
768
768
769
769
770
770
['earlier', 'effectively', 'reaching', 'consumer', 'market', 'expertise', 'retail', 'assets', 'include', 'minuteclinic']
771
771
772
772
['something', 'think', 'critical', 'marketplace', 'ability', 'support', 'provider', 'reimbursement', 'model', 'emerge', 'provider', 'sharing', 'delivery', 'model', 'ability', 'impact', 'patient', 'behavior', 'valuable', 'asset']
773
773
774
774
['develop', 'analytical', 'ass', 'patient', 'number', 'prescription', 'diagnosis', 'adherence', 'provide', 'comprehensive', 'medication', 'review', 'patient', 'identify', 'vulnerable', 'provide', 'recommendation', 'assist', 'simplify', 'medication', 'regimen', 'provide', 'multi', 'packaging', 'specialty', 'team', 'include', 'disease', 'management', 'nurse', 'functioning', 'extension', 'clinical', 'primary', 'medical', 'patient', 'complex', 'conditions']
775
775
776
776
777
777
778
778
779
779
780
780
['addition', 'course', 'scale', 'ensure', 'competitive', 'pricing', 'client', 'focus', 'innovation', 'continue', 'expand', 'unique', 'integrate', 'capability', 'differentiate', 'innovation', 'target', 'health', 'plan', 'achieve', 'goal']
781
781
['finally', 'think', 'successful', 'selling', 'season', 'rates', 'retention', 'testament', 'market', 'recognition', 'unique', 'value', 'bring', 'evolve', 'environment', 'healthcare', 'market', 'continue', 'evolve', 'rapidly', 'integrate', 'assets', 'position', 'allow', 'continue', 'client', 'partner', 'bring', 'solution', 'consumer', 'orient', 'healthcare', 'market']
782
782
['thank', 'move', 'schedule', 'break', 'please', 'seats', '10:30', 'lotvin', 'review', 'specialty', 'capability', 'thank']
783
783
784
784
785
785
['stage', 'morning', 'discussion', 'specialty', 'pharmacy', 'market', 'evolve', 'sector', 'distinct', 'need', 'purchasing', 'driver']
786
786
787
787
['start', 'underlie', 'specialty', 'market', 'projection', 'addressable', 'specialty', 'market', 'billion', 'billion', 'define', 'specialty', 'except', 'infuse', 'oncology']
788
788
789
789
790
790
['years', 'specialty', 'drug', 'market', 'period', 'supplemental', 'approval', 'indication', 'exist', 'product']
791
791
['impact', 'aging', 'utilization', 'patient', 'consume', 'times', 'specialty', 'prescription', 'times', 'patient', 'factor', 'combine', 'create', 'pattern', 'rising', 'utilization']
792
792
['black', 'show', 'represent', 'prescription', 'million', 'member', 'month', 'trend', 'likely', 'accelerate', 'emergence', 'specialty', 'medication', 'reserve', 'treat', 'disease', 'common', 'chronic', 'conditions', 'cholesterol', 'asthma']
793
793
['driver', 'spend', 'trend', 'price', 'generally', 'people', 'focus', 'price', 'inflation', 'individual', 'rise', 'price', 'inflation', 'clearly', 'tick', 'years', 'important', 'contributor', 'increase', 'costs']
794
794
['often', 'discuss', 'launch', 'price', 'drug', 'experience', 'order', 'magnitude', 'increase', 'price', 'launch', 'decade']
795
795
['mitigate', 'factor', 'important', 'comprehensive', 'approach', 'management', 'however', 'specialty', 'spend', 'story', 'complex', 'patient']
796
796
797
797
798
798
['rapid', 'evolution', 'specialty', 'market', 'create', 'challenge', 'opportunity', 'everyone', 'patient', 'physician', 'enjoy', 'broad', 'choice', 'therapy', 'array', 'unmet', 'medical', 'need', 'higher', 'costs', 'significantly', 'complexity']
799
799
800
800
801
801
802
802
['start', 'almost', 'billion', 'project', 'nearly', 'billion', 'compound', 'annual', 'growth', 'strategic', 'acquisition', 'product', 'accordant', 'novologix', 'coram', 'specialty', 'connect', 'catalyze', 'accelerate', 'growth']
803
803
804
804
805
805
['earlier', 'larry', 'show', 'project', 'change', 'life', 'customer', 'type', 'list', 'break', 'large', 'customer', 'type', 'subgroup', 'either', 'patient', 'direct', 'payer', 'direct', 'consolidate', 'estimate', 'population', 'subgroup', 'become', 'clear', 'patient', 'choice', 'sector', 'medicare', 'service', 'medicaid', 'smaller', 'fast', 'growing', 'market', 'strategic', 'target']
806
806
['finally', 'common', 'theme', 'today', 'growing', 'enterprise', 'share', 'overall', 'specialty', 'caremark', 'business', 'dispense', 'enterprise', 'channels']
807
807
808
808
809
809
810
810
['improve', 'patient', 'experience', 'comprise', 'broad', 'range', 'activity', 'within', 'pharmacy', 'center', 'optimize', 'interaction', 'make', 'specialty', 'process', 'going', 'focus', 'particular', 'area', 'differentiation', 'base']
811
811
['first', 'logistics', 'actually', 'getting', 'start', 'specialty', 'therapy', 'getting', 'larry', 'touch', 'specialty', 'connect', 'approach', 'improve', 'aspect', 'specialty', 'pharmacy', 'second', 'leverage', 'accordant', 'disease', 'management', 'group', 'embed', 'specially', 'train', 'nurse', 'process', 'manage', 'every', 'aspect', 'patient', 'medication']
812
812
['little', 'explain', 'specialty', 'connect', 'matter', 'imagine', 'getting', 'diagnosis', 'specialty', 'condition', 'receive', 'prescription', 'specialty', 'would']
813
813
['people', 'reaction', 'prescription', 'local', 'pharmacy', 'however', 'specialty', 'prescription', 'regular', 'local', 'pharmacy', 'uncommon', 'leave', 'unsatisfied', 'stock', 'pharmacist', 'either', 'confirm', 'coverage', 'assist', 'coverage', 'simply', 'uncomfortable', 'therapy']
814
814
['specialty', 'connect', 'fundamentally', 'change', 'paradigm', 'create', 'seamless', 'access', '7,800', 'pharmacy', 'location', 'prescribe', 'health', 'pharmacy']
815
815
['prescription', 'come', 'patient', 'message', 'disease', 'specific', 'expert', 'generally', 'within', 'hours', 'pharmacy', 'specialty', 'customer', 'utilize', 'service', 'matter', 'ultimately', 'claim']
816
816
['prescription', 'system', 'approach', 'delivery', 'differently', 'utilize', 'clinician', 'pharmacist', 'nurse', 'specialist', 'specific', 'disease', 'state', 'generalist']
817
817
['process', 'start', 'pharmacy', 'coordinator', 'administrative', 'requirement', 'demographic', 'order', 'entry', 'move', 'pharmacist', 'manage', 'medication', 'specific', 'discussion', 'include', 'effect', 'management', 'injection', 'training', 'option', 'delivery', 'caremark', 'client', 'complete', 'visibility', 'prescription', 'nurse', 'embed', 'integral', 'process']
818
818
819
819
820
820
['turning', 'logistics', 'specialty', 'connect', 'process', 'actually', 'acquiring', 'specialty', 'medication', 'currently', 'challenge', 'worry', 'physical', 'integrity', 'temperature', 'stability', 'expensive', 'product']
821
821
822
822
823
823
824
824
825
825
['second', 'growth', 'strategy', 'gain', 'share', 'payer', 'direct', 'market', 'client', 'prospect', 'clear', 'specialty', 'pharmacy', 'trend', 'number', 'concern']
826
826
['invest', 'several', 'enhance', 'capability', 'payer', 'better', 'control', 'growing', 'costs', 'specialty', 'strategy', 'provide', 'broad', 'array', 'program', 'payer', 'choose', 'among', 'individual', 'need']
827
827
['patient', 'experience', 'disease', 'series', 'individual', 'dispense', 'event', 'claim', 'rather', 'generally', 'predictable', 'progression', 'recognize', 'optimally', 'manage', 'spend', 'critical', 'remember', 'address', 'individual', 'prescription', 'manage', 'condition', 'treat']
828
828
829
829
830
830
['rheumatoid', 'arthritis', 'characterize', 'unpredictable', 'patient', 'response', 'therapy', 'rates', 'patient', 'switching', 'patient', 'progress', 'series', 'medication', 'course', 'disease', 'rather', 'evaluate', 'individual', 'request', 'develop', 'effective', 'clinically', 'rational', 'sequence', 'therapy']
831
831
832
832
833
833
834
834
835
835
['appendix', 'example', 'variability', 'generally', 'specialty', 'medical', 'claim', 'example', 'cover', 'inflammatory', 'bowel', 'disease', 'show', 'capability', 'drive', 'substantial', 'reduction', 'single', 'disease', 'state', 'capability', 'base', 'novologix', 'platform', 'generate', 'total', 'savings', 'apply', 'drug', 'conditions', 'medical', 'benefit', 'incremental', 'numerous', 'really', 'incremental', 'opportunity', 'savings', 'condition', 'level', 'approach', 'management', 'rather', 'focusing', 'individual', 'claim', 'prescription']
836
836
['deep', 'management', 'opportunity', 'uniquely', 'available', 'enterprise', 'transformation', 'ambulatory', 'infusion', 'market', 'historically', 'ambulatory', 'infusion', 'relatively', 'small', 'infusion', 'industry', 'majority', 'infusion', 'agent', 'safely', 'outside', 'hospital', 'setting']
837
837
838
838
839
839
['competitive', 'biologics', 'future', 'opportunity', 'today', 'three', 'category', 'product', 'growth', 'hormone', 'eight']
840
840
841
841
842
842
['fortunately', 'effective', 'tool', 'manage', 'agent', 'create', 'savings', 'payer', 'irrespective', 'mechanism', 'approval', 'manage', 'choice', 'specialty', 'exclusion', 'formulary', 'exclusion', 'prevent', 'manufacturer', 'subversion', 'formulary', 'strategy', 'cards']
843
843
['show', 'exclusion', 'formulary', 'specialty', 'prefer', 'utilization', 'versus', 'share', 'think', 'traditional', 'tiered', 'formulary', 'mention', 'market', 'first', 'formulary', 'exclusion', 'specialty', 'exclude', 'product', 'continue', 'market', 'specialty', 'exclusion', 'category', 'clear', 'opportunity', 'expansion', 'future']
844
844
845
845
['morning', 'clear', 'understanding', 'unique', 'capability', 'position', 'continue', 'strong', 'record', 'growth', 'specialty', 'market', 'continue', 'evolve', 'right', 'move', 'buying', 'building', 'capability', 'reinvent', 'specialty', 'experience', 'patient', 'advance', 'ability', 'manage', 'trend', 'payer', 'growing', 'addressable', 'market']
846
846
['bring', 'unique', 'program', 'market', 'build', 'specialty', 'connect', 'embed', 'accordant', 'process', 'market', 'leading', 'firm', 'purchase', 'coram', 'infusion', 'services', 'future', 'continue', 'create', 'capability', 'client', 'control', 'costs', 'expand', 'addressable', 'market', 'infuse', 'oncology', 'space']
847
847
['finally', 'develop', 'broad', 'platform', 'continue', 'share', 'addressable', 'market', 'focus', 'fast', 'growing', 'portion', 'specialty', 'thank', 'helena', 'foulkes', 'president', 'pharmacy']
848
848
['helena', 'foulkes', 'president', 'pharmacy', 'health', 'corporation', 'morning', 'everyone', 'great', 'annual', 'analyst', 'ready', 'start', 'second', 'president', 'pharmacy', 'convince', 'fantastic', 'business', 'great', 'future', 'great', 'people', 'great', 'brand', 'consumer', 'trust']
849
849
['today', 'please', 'update', 'building', 'track', 'record', 'innovation', 'reinvent', 'retail', 'pharmacy', 'drive', 'growth', 'health', 'share', 'today']
850
850
851
851
852
852
['start', 'discuss', 'performance', 'business', 'pharmacy', 'retail', 'business', 'continue', 'strong', 'performance', 'history', 'market', 'share', 'gain', 'front', 'store', 'pharmacy']
853
853
['market', 'grow', 'front', 'store', 'share', 'despite', 'consumer', 'continue', 'exhibit', 'conscious', 'shopping', 'behavior', 'years', 'front', 'store', 'grow', 'times', 'multi', 'outlet', 'fast', 'industry', 'whole']
854
854
['continue', 'prescription', 'market', 'every', 'prescription', 'unite', 'state', 'fill', 'pharmacy', 'gain', 'basis', 'point', 'share', 'years', 'drive', 'unique', 'business', 'model', 'program', 'place', 'provide', 'excellent', 'service', 'value', 'customer', 'speak', 'detail', 'shortly']
855
855
856
856
['growth', 'drive', 'caremark', 'growth', 'drive', 'share', 'gain', 'payer']
857
857
858
858
859
859
860
860
861
861
862
862
863
863
864
864
['store', 'brand', 'increase', 'exclusive', 'offering', 'bottom', 'every', 'brand', 'product']
865
865
['target', 'recently', 'raise', 'belief', 'strength', 'store', 'brand', 'store', 'brand', 'penetration', 'increase', 'basis', 'point', 'basis', 'point', 'relate', 'tobacco']
866
866
867
867
['successfully', 'launch', 'brand', 'drive', 'credibility', 'penetration', 'example', 'makeup', 'academy', 'cosmetic', 'radiance', 'vitamin', 'abound', 'healthy', 'believe', 'brand', 'differentiator', 'continue', 'invest', 'store', 'brand', 'business']
868
868
869
869
870
870
['three', 'factor', 'health', 'beauty', 'growth', 'store', 'brand', 'penetration', 'personalize', 'promotion', 'front', 'store', 'strategy', 'speak']
871
871
['decision', 'selling', 'tobacco', 'product', 'company', 'going', 'stand', 'health', 'enterprise', 'brand', 'reflect', 'growing', 'evolve', 'healthcare', 'landscape']
872
872
['believe', 'health', 'everything', 'television', 'advertising', 'show', 'customer', 'better', 'health']
873
873
874
874
875
875
876
876
['significant', 'investment', 'retail', 'adherence', 'program', 'proposition', 'helping', 'patient', 'right', 'medication', 'generate', 'significant', 'benefit', 'patient', 'business']
877
877
878
878
['successful', 'deeply', 'integrating', 'program', 'caremark', 'drive', 'significant', 'growth', 'business', 'mindful', 'successfully', 'serve', 'pharmacy', 'business', 'leveraging', 'assets', 'capability', 'serve', 'patient', 'regardless', 'payer', 'might']
879
879
880
880
881
881
['maintain', 'strong', 'performance', 'continually', 'enhance', 'patient', 'program', 'three', 'area', 'mention', 'specifically']
882
882
['first', 'using', 'analytics', 'identify', 'deliver', 'appropriate', 'clinical', 'program', 'example', 'expand', 'window', 'patient', 'call', 'reach', 'senior', 'patient', 'likely', 'available']
883
883
['patient', 'evening', 'test', 'found', 'different', 'windows', 'work', 'better', 'different', 'group', 'customer']
884
884
885
885
886
886
887
887
['proactively', 'counseling', 'thousand', 'patient', 'nicotine', 'replacement', 'therapy', 'weekly', 'unit']
888
888
['story', 'suzanne', 'try', 'quit', 'different', 'occasions', 'relapse', 'afterwards', 'work', 'pharmacy', 'complete', 'personal', 'confirm', 'ready']
889
889
890
890
['recently', 'suzanne', 'truly', 'touch', 'pharmacist', 'reach', 'initial', 'counseling', 'check', 'progress', 'toward', 'quit', 'story', 'confirm', 'critical', 'support', 'pharmacist', 'patient']
891
891
892
892
['healthcare', 'reform', 'create', 'strong', 'incentive', 'collaboration', 'community', 'pharmacy', 'health', 'system', 'bedside', 'medication', 'delivery', 'program', 'great', 'example', 'create', 'tight', 'coordination', 'pharmacist', 'hospital', 'provider', 'ensure', 'patient', 'proper', 'outpatient', 'medication', 'leaving', 'hospital', 'remove', 'barrier', 'pocket', 'expense', 'formulary', 'coverage', 'prior', 'authorization', 'prevent', 'patient', 'getting', 'medication', 'fill', 'discharge']
893
893
['continue', 'provide', 'pharmacy', 'patient', 'return', 'reaching', 'patient', 'answer', 'follow', 'question', 'ensure', 'taking', 'discharge', 'medication', 'leverage', 'patient', 'program', 'patient', 'remain', 'adherent', 'provide', 'access', 'local', 'pharmacist', 'support', 'medication', 'concern', 'question']
894
894
895
895
896
896
['demonstrate', 'unique', 'ability', 'support', 'health', 'plan', 'member', 'acquisition', 'outreach', 'influence', 'event', 'capability', 'assets', 'range', 'project', 'health', 'store', 'event', 'serve', 'uninsured', 'underinsured', 'individual', 'store', 'kiosk', 'consumer', 'information', 'health', 'plan']
897
897
898
898
899
899
['health', 'client', 'number', 'leverage', 'retail', 'minuteclinic', 'services', 'specific', 'strategic', 'need', 'return', 'relationship', 'position', 'anchor', 'limited', 'prefer', 'network']
900
900
['continue', 'diligent', 'approach', 'marketplace', 'ensure', 'relationship', 'represent', 'winning', 'proposition', 'patient', 'partner', 'health', 'create', 'unmatched', 'service', 'clinical', 'solution', 'leverage', 'enterprise', 'assets', 'organization', 'choose', 'entrust']
901
901
902
902
['field', 'team', 'prepare', 'store', 'team', 'heighten', 'awareness', 'carefirst', 'transition', 'everyone', 'align', 'deliver', 'positive', 'experience', 'carefirst', 'customer', 'first', 'benefit', 'collaborate', 'carefirst', 'determine', 'enterprise', 'retail', 'capability', 'could', 'complement', 'industry', 'leading', 'patient', 'center', 'medical', 'model']
903
903
['speak', 'solution', 'benefit', 'provider', 'product', 'multidose', 'packaging', 'benefit', 'patient']
904
904
['integrate', 'capability', 'helping', 'health', 'industry', 'offering', 'quality', 'pharmacy', 'position', 'drive', 'class', 'adherence', 'result', 'patient', 'innovate', 'health', 'partner', 'deliver', 'differentiate', 'offering', 'customer', 'member']
905
905
['discussion', 'driving', 'growth', 'front', 'store', 'change', 'making', 'future', 'mention', 'earlier', 'still', 'tough', 'retail', 'environment', 'consumer', 'sentiment', 'continue', 'recession', 'hover', 'historic', 'index']
906
906
907
907
908
908
['looking', 'ahead', 'significant', 'health', 'beauty', 'opportunity', 'channel', 'market', 'poise', 'world', 'convenience', 'sphere', 'quick', 'food', 'general', 'merchandise', 'destination', 'sphere', 'health', 'beauty', 'product', 'people', 'associate', 'drugstore', 'three', 'years', 'health', 'beauty', 'grow', 'fast', 'general', 'merchandise', 'edible', 'profitable', 'category', 'project', 'fast', 'three', 'years']
909
909
910
910
['growth', 'opportunity', 'redefine', 'convenience', 'customer', 'leveraging', 'nationwide', 'footprint', 'digital', 'assets', 'identify', 'strategic', 'theme', 'believe', 'drive', 'growth', 'position', 'leading', 'health', 'beauty', 'destination', 'better', 'health', 'elevate', 'beauty', 'customer', 'drive', 'personalization', 'mycvs', 'store', 'digital', 'making', 'investment', 'theme', 'reality', 'detail']
911
911
912
912
['always', 'learn', 'customer', 'stop', 'selling', 'tobacco', 'ask', 'customer', 'first', 'thing', 'healthy', 'listening', 'react']
913
913
914
914
915
915
916
916
917
917
['activity', 'beauty', 'upgrade', 'cosmetic', 'store', 'serve', 'unit', 'entry', 'beauty', 'bring', 'customer', 'drive', 'aisle', 'upgrade', 'store', 'step', 'facial', 'dedicate', 'endcap', 'space', 'beauty', 'elevation', 'store', 'highlight', 'beauty', 'expertise', 'value']
918
918
['store', 'going', 'effect', 'total', 'revamp', 'drive', 'tight', 'enterprise', 'integration', 'beauty', 'clinical', 'solution', 'services']
919
919
920
920
['tightening', 'minuteclinic', 'example', 'partnership', 'minuteclinic', 'offer', 'eyelash', 'lengthening', 'consultation', 'service', 'latisse', 'expect', 'strengthen', 'expand', 'going', 'forward']
921
921
['provide', 'quick', 'update', 'extracare', 'nearly', 'sales', 'loyalty', 'program', 'today', 'meaning', 'years', 'customer', 'working']
922
922
['loyalty', 'expert', 'scientist', 'active', 'member', 'total', 'cards', 'issue', 'powerful', 'longitudinal', 'years', 'history', 'million', 'customer', 'extracare', 'years', 'things', 'competitor']
923
923
['already', 'leveraging', 'deliver', 'personalize', 'offer', 'million', 'active', 'extracare', 'member', 'million', 'personalize', 'email', 'million', 'personalize', 'piece', 'annually', 'million', 'personalize', 'coupon', 'redeem', 'customer', 'relevance', 'rates', 'almost', 'twice', 'industry', 'average', 'click', 'rates', 'times', 'industry', 'average']
924
924
['accord', 'current', 'estimate', 'newspaper', 'circulation', 'decline', 'years', 'create', 'strong', 'headwind', 'competitor', 'circular', 'drive', 'trip', 'opportunity', 'leading', 'loyalty', 'program', 'customer', 'personalize', 'times', 'today']
925
925
['great', 'solution', 'customer', 'offer', 'without', 'noise', 'times', 'return']
926
926
['summarize', 'focus', 'driving', 'profitable', 'growth', 'combining', 'power', 'extracare', 'invest', 'customer', 'value', 'upside', 'along', 'pulling', 'unprofitable', 'circular', 'spend', 'investing', 'margin', 'business', 'driving', 'resource', 'profitable']
927
927
928
928
['given', 'investing', 'learn', 'serve', 'recently', 'acquire', 'navarro', 'discount', 'pharmacy', 'leading', 'miami', 'chain', 'knowledge', 'experience', 'serving', 'hispanic', 'market', 'gain', 'insight', 'navarro', 'merchandise', 'product', 'differently', 'every', 'category', 'leveraging', 'expertise', 'learn', 'services', 'product', 'value', 'atmosphere', 'resonate', 'hispanic', 'cluster', 'given', 'hispanic', 'population', 'account', 'total', 'population', 'growth', 'unite', 'state', 'intend', 'navarro', 'expertise', 'exist', 'hispanic', 'store', 'across', 'chain', 'relevant', 'customer', 'serving', 'every']
929
929
['would', 'presentation', 'update', 'foundation', 'building', 'tomorrow', 'investment', 'retail', 'store', 'digital', 'store', 'state', 'district', 'columbia', 'puerto', 'continue', 'footprint', 'expand', 'market', 'better', 'serve', 'customer']
930
930
['second', 'continue', 'growth', 'enterprise', 'digital', 'offering', 'continue', 'expand', 'traditional', 'sales', 'industry', 'leading', 'tool', 'experience', 'health', 'customer', 'enjoyable', 'whether']
931
931
932
932
['track', 'continue', 'trend', 'add', 'approximately', 'square', 'footage', 'annually', 'expand', 'market', 'first', 'washington', 'state', 'opening', 'increase', 'presence', 'newly', 'enter', 'state']
933
933
['investing', 'improve', 'digital', 'offering', 'enterprise', 'people', 'adopt', 'stick', 'healthy', 'habit', 'friendly', 'digital', 'tool', 'services', 'shopping', 'option', 'easy', 'people', 'healthy', 'money']
934
934
['introduce', 'typical', 'customer', 'family', 'experience', 'result', 'connect', 'health', 'tool', 'building', 'video', 'playing']
935
935
936
936
['digital', 'strategy', 'include', 'three', 'integrate', 'experience', 'enable', 'digital', 'first', 'integrate', 'pharmacy', 'deliver', 'channel', 'agnostic', 'experience', 'customer', 'manage', 'order', 'prescription', 'anywhere', 'deliver', 'whether', 'store', 'whatever', 'combination', 'works']
937
937
['second', 'integrate', 'tool', 'entry', 'point', 'connect', 'people', 'health', 'whether', 'scheduling', 'minuteclinic', 'appointment', 'getting', 'alert', 'health', 'reminder', 'appointment', 'update', 'phone']
938
938
939
939
['progress', 'investment', 'digital', 'strength', 'pharmacy', 'launch', 'rate', 'million', 'download', 'across', 'android', '4.5-plus', 'rating']
940
940
941
941
['integrate', 'health', 'tool', 'strategy', 'launch', 'redesign', 'website', 'specialize', 'adherence', 'reminder', 'already', 'million', 'adherence', 'message', 'across', 'business']
942
942
['launch', 'service', 'people', 'browse', 'store', 'check', 'minuteclinic', 'alert', 'service', 'recommend', 'rating', 'customer']
943
943
['front', 'store', 'personalize', 'traffic', 'increase', 'times', 'launch', 'myweeklyad', 'redesign', 'site', 'launch', 'offer', 'people', 'redeem', 'offer', 'phone', 'without', 'coupon', 'launch', 'shopping', 'tool', 'inventory', 'checker', 'people', 'favorite', 'product', 'stock']
944
944
['summarize', 'right', 'move', 'growing', 'national', 'footprint', 'laying', 'solid', 'foundation', 'pharmacy', 'extracare', 'loyalty', 'program', 'industry', 'standard', 'excellence']
945
945
['class', 'clinical', 'program', 'customer', 'integrate', 'solution', 'deliver', 'better', 'outcome', 'uniquely', 'position', 'partner', 'health', 'plan', 'evolve', 'dynamic', 'marketplace']
946
946
['using', 'digital', 'enhance', 'customer', 'interaction', 'rethink', 'health', 'beauty', 'leading', 'store', 'brand', 'innovation', 'personalization', 'driving', 'front', 'store', 'growth', 'continue', 'invest', 'maintain', 'competitive', 'pharmacy']
947
947
['thank', 'attention', 'brennan', 'chief', 'medical', 'officer']
948
948
949
949
['punctuate', 'discussion', 'insight', 'glean', 'health', 'research', 'institute', 'summary', 'today']
950
950
['illustrate', 'carefully', 'define', 'problem', 'try', 'solve', 'big', 'defect', 'healthcare', 'system', 'patient', 'uncoordinated', 'disintegrate', 'doctor', 'hospital', 'insurer', 'siloed', 'really', 'inadequate', 'communication', 'share', 'interest']
951
951
952
952
['frankly', 'pharmacy', 'another', 'perhaps', 'siloed', 'healthcare', 'change']
953
953
['healthcare', 'reform', 'intend', 'reconnect', 'system', 'government', 'payer', 'encourage', 'development', 'accountable', 'organization', 'primary', 'medical', 'home', 'integrate', 'doctor', 'hospital', 'provider', 'population', 'health', 'provider', 'insurer', 'really', 'extent', 'appreciation', 'patient', 'consumer', 'something', 'come', 'naturally']
954
954
955
955
956
956
['health', 'connect', 'system', 'start', 'assets', 'address', 'depth', 'today', 'minuteclinic']
957
957
958
958
959
959
960
960
961
961
['head', '1,500', 'clinic', 'going', 'provide', 'basis', 'national', 'practice', 'complementary', 'primary']
962
962
963
963
964
964
965
965
966
966
967
967
968
968
['deepening', 'telehealth', 'services', 'include', 'worksite', 'visit', 'physician', 'consultation', 'already', 'thousand', 'telehealth', 'visit', 'first', 'leader', 'satisfaction', 'telehealth', 'remains', 'extraordinarily']
969
969
970
970
971
971
['epiccare', 'complete', 'information', 'medical', 'history', 'medical', 'utilization', 'infusion', 'history', 'discharge', 'summary', 'integrate', 'delivery', 'system', 'working', 'enable', 'develop', 'detail', 'plan']
972
972
['minuteclinic', 'introduce', 'effectuate', 'connectivity', 'integration', 'healthcare', 'system', 'illustrate', 'detail', 'theme', 'helena', 'talk', 'going', 'pharmacy', 'foundation']
973
973
['basis', 'population', 'management', 'medication', 'produce', 'better', 'outcome', 'patient', 'lower', 'costs', 'substantially', 'quantify', 'effect', 'illustrate', 'three', 'common', 'conditions', 'hyperlipidemia', 'diabetes', 'hypertension']
974
974
975
975
['people', 'taking', 'medication', 'doctor', 'prescribe', 'adherence', 'problem', 'estimate', 'billion', 'problem', 'nationally']
976
976
977
977
978
978
979
979
['start', 'pharmacy', 'advisor', 'gathering', 'patient', 'diabetes', 'caremark', 'warehouse', 'analyze', 'algorithm', 'derive', 'evidence', 'base', 'medicine', 'developing', 'message', 'adherence', 'filling', 'deliver', 'center', 'directly', 'pharmacist', 'pharmacy', 'pharmacy', 'advisor', 'program', 'produce', 'industry', 'leading', 'improvement', 'adherence']
980
980
981
981
['pharmacy', 'advisor', 'support', 'comprehensive', 'medication', 'review', 'improve', 'adherence', 'prevent', 'costly', 'readmission', 'intervention', 'increasingly', 'support', 'sophisticate', 'predictive', 'analytics']
982
982
['success', 'pharmacy', 'advisor', 'consider', 'profile', 'issue', 'amongst', 'health', 'client', 'improvement', 'rating', 'medicare', 'advantage', 'slide', 'show', 'experience', 'health', 'plan', 'improvement', 'specific', 'measure', 'rating', 'base']
983
983
['clinical', 'operational', 'capability', 'boost', 'measure', 'move', 'star', 'health', 'member', 'month', 'bonus', 'payment', '100,000', 'member']
984
984
['means', 'million', 'million', 'better', 'patient', 'revenue', 'health', 'customer']
985
985
986
986
987
987
['patient', 'confuse', 'medication', 'better', 'packaging', 'multiple', 'dose', 'packet', 'simplify', 'adherence']
988
988
989
989
990
990
991
991
['today', 'health', 'engagement', 'engine', 'extract', 'assets', 'improve', 'include', 'claim', 'million', 'caremark', 'member', 'million', 'medical', 'record', 'minuteclinic', 'million', 'user', 'million', 'patient', 'visit', 'retail', 'pharmacy', 'building', 'connection', 'information', 'claim', 'health', 'plan', 'include', 'customer', 'taking', 'target', 'information', 'integrate', 'delivery', 'system', 'collaborator']
992
992
993
993
994
994
['result', 'connect', 'integrate', 'healthcare', 'system', 'produce', 'better', 'outcome', 'patient', 'center', 'better', 'health', 'system', 'simple', 'terms']
995
995
996
996
997
997
998
998
['perhaps', 'importantly', 'doctor', 'problem', 'adherence', 'physician', 'message', 'contribute', 'better', 'habit', 'better', 'outcome']
999
999
1000
1000
1001
1001
['review', 'solve', 'number', 'issue', 'medication', 'input', 'medication', 'review', 'might', 'indicate', 'candidate', 'multidose', 'packaging']
1002
1002
['pilot', 'carefirst', 'develop', 'schedule', 'medicine', 'start', 'prepackaged', 'three', 'plastic', 'pouch', 'morning', 'night', 'greatly', 'improve', 'adherence', 'regimen', 'medication']
1003
1003
['create', 'series', 'message', 'reiterate', 'pharmacist', 'inquire', 'specific', 'medication', 'finally', 'refill', 'medicine', 'mail', 'pick', 'local']
1004
1004
1005
1005
1006
1006
1007
1007
['reason', 'believe', 'payer', 'pressure', 'result', 'larry', 'note', 'nearly', 'million', 'people', 'serve', 'provider', 'approach', 'patient', 'terms', 'test', 'procedure', 'patient', 'healthy', 'provider', 'first', 'tool', 'would', 'promote', 'health', 'lower', 'better', 'pharmacy']
1008
1008
1009
1009
1010
1010
['slide', 'show', 'optimal', 'adherence', 'entire', 'group', '100,000', 'patient', 'close', 'reduce', 'costs', 'nearly', 'million', 'going', 'optimal', 'adherence', 'think', 'least', 'tremendous', 'savings', 'provider']
1011
1011
['light', 'insight', 'process', 'modify', 'pharmacy', 'advisor', 'program', 'available', 'provide', 'organization', 'risk', 'taking', 'capitation', 'level', 'taking', 'identify', 'doctor', 'associate', 'integrate', 'system', 'analyze', 'prescription', 'write', 'using', 'health', 'engagement', 'engine', 'client', 'allow', 'pharmacy', 'advisor', 'suite', 'services', 'patient', 'message', 'directly']
1012
1012
1013
1013
1014
1014
1015
1015
1016
1016
['patient', 'need', 'infusion', 'coram', 'available', 'provide', 'integrate', 'services', 'lower', 'message', 'minuteclinic', 'emphasize', 'adherent']
1017
1017
1018
1018
1019
1019
['readmission', 'prevention', 'program', 'developing', 'integrate', 'system', 'intend', 'pivot', 'provider', 'spectrum', 'service', 'payment', 'global', 'capitation']
1020
1020
['addition', 'pharmacy', 'advisor', 'hospital', 'transition', 'program', 'discuss', 'previous', 'slide', 'offer', 'services', 'effective', 'specialty', 'medication', 'course', 'services', 'help', 'support', 'really', 'taking', 'population', 'health', 'management']
1021
1021
['solution', 'prove', 'winner', 'marketplace', 'formal', 'affiliation', 'major', 'integrate', 'health', 'system', 'discussion', 'anticipate', 'eventually', 'partner', 'every', 'major', 'metropolitan', 'fitting', 'program', 'need']
1022
1022
1023
1023
1024
1024
['avoid', 'medicare', 'penalty', 'readmission', 'rates', 'apply', 'hospital', 'across', 'country', 'worth', 'million', 'million', 'avoid', 'penalty', 'pharmacy', 'program', 'improve', 'adherence', 'million', 'million', 'expense', 'capitated', 'payment']
1025
1025
1026
1026
1027
1027
1028
1028
1029
1029
['reintroduce', 'larry', 'provide', 'summary', 'comment']
1030
1030
['larry', 'merlo', 'minute', 'thank', 'everyone', 'presentation', 'think', 'strong', 'sense', 'quality', 'management', 'thinking', 'deliver', 'innovation', 'enterprise', 'mindset']
1031
1031
1032
1032
['third', 'continue', 'ahead', 'remain', 'focus', 'innovative', 'move', 'differentiate', 'health']
1033
1033
1034
1034
['going', 'presenter', 'stage', 'anxious', 'answer', 'question', 'already']
1035
1035
['rule', 'folks', 'please', 'state', 'affiliation']
1036
1036
['question', 'webcast', 'robin', 'think', 'first']
1037
1037
1038
1038
['wonder', 'seeing', 'recently', 'percent', 'weighting', 'metrics', 'differentiate', 'addition', 'price', 'service', 'maybe', 'could', 'elaborate', 'trend', 'seeing', 'couple', 'years', 'follow']
1039
1039
['larry', 'merlo', 'start', 'talk', 'earlier', 'break', 'talking', 'diverse', 'group', 'client', 'unique', 'goal', 'priority']
1040
1040
1041
1041
['roberts', 'think', 'generally', 'state', 'government', 'contract', 'rigid', 'scoring', 'criterion', 'within', 'government', 'contract', 'variability', 'around', 'weighting', 'price', 'versus', 'weighting', 'service', 'capability']
1042
1042
['generally', 'employer', 'health', 'market', 'pretty', 'rigid', 'financial', 'evaluation', 'create', 'understand', 'different', 'player', 'coming', 'financially', 'opportunity', 'capability', 'generally', 'finalist', 'meeting']
1043
1043
1044
1044
['garen', 'sarafian', 'follow', 'tool', 'client', 'control', 'costs', 'differentiate', 'taking', 'little', 'final', 'could', 'elaborate', 'seeing', 'thinking', 'couple', 'years']
1045
1045
1046
1046
1047
1047
['charles', 'rhyee', 'thanks', 'charles', 'rhyee', 'cowen', 'question', 'minuteclinic', 'looking', 'slide', 'looking', 'around', 'revenue', 'growth', 'look']
1048
1048
1049
1049
1050
1050
['think', 'think', 'retail', 'asset', 'asset', 'minuteclinic', 'always', 'going', 'distant', 'third', 'terms', 'revenue', 'generation', 'play', 'important', 'think', 'hear', 'throughout', 'morning', 'terms', 'integrate', 'value', 'bring', 'play', 'differentiate', 'product', 'services', 'deliver']
1051
1051
1052
1052
1053
1053
['charles', 'rhyee', 'finding', 'benefit', 'important', 'pharmacy', 'right', 'important']
1054
1054
['denton', 'think', 'think', 'finalist', 'meeting', 'almost', 'times', 'minuteclinic', 'topic', 'substantial', 'conversation', 'payer', 'convenient', 'effective', 'manage', 'member', 'patient', 'minuteclinic', 'overall', 'healthcare', 'reduce', 'probably', 'neighborhood']
1055
1055
1056
1056
['jpmorgan', 'larry', 'asking', 'years', 'around', 'think', 'capitation', 'total', 'listening', 'today', 'global', 'capitation', 'maybe', 'timeline', 'think', 'overall', 'business', 'model', 'towards']
1057
1057
1058
1058
['larry', 'merlo', 'start', 'think', 'think', 'uncertainty', 'market', 'question', 'today', 'question', 'answer', 'issue', 'would', 'around', 'beyond', 'boundary', 'control', 'certainly', 'impact', 'business']
1059
1059
1060
1060
1061
1061
1062
1062
['think', 'product', 'drive', 'innovation', 'solution', 'people', 'looking', 'think', 'expert', 'terms', 'think', 'prediction', 'terms', 'trend', 'going']
1063
1063
1064
1064
['major', 'metropolitan', 'area', 'talking', 'provider', 'insurer', 'place', 'move', 'along', 'pretty', 'quickly', 'place', 'clear', 'government', 'backing', 'continue', 'drive', 'payment', 'model', 'involve', 'share']
1065
1065
1066
1066
['denton', 'think', 'important', 'solution', 'bringing', 'marketplace', 'today', 'dependent', 'rapid', 'actually', 'evolve', 'market', 'evolve', 'share', 'perspective', 'solution', 'putting', 'marketplace', 'relevant', 'irregardless', 'rapid', 'evolution', 'occur']
1067
1067
1068
1068
['leading', 'industry', 'actually', 'unfold', 'different', 'going', 'manage', 'customer', 'today', 'feeling', 'position', 'going', 'leader', 'around', 'helping', 'whatever', 'looking', 'forward', 'correct']
1069
1069
1070
1070
['brennan', 'mean']
1071
1071
['jones', 'jones', 'goldman', 'sachs', 'couple', 'formulary', 'management', 'mention', 'slide', 'incremental', 'savings', 'expectation', 'billion', 'curious', 'runway', 'think', 'really', 'formulary', 'management', 'obviously', 'beyond']
1072
1072
['guess', 'specific', 'formulary', 'management', 'focus', 'obviously', 'mention', 'acknowledge', 'category', 'obviously', 'little', 'competitive', 'think', 'people', 'aware']
1073
1073
['curious', 'approach', 'comfortable', 'sharing', 'point', 'reimburse', 'option', 'assume', 'surprise', 'package', 'insert']
1074
1074
1075
1075
1076
1076
1077
1077
1078
1078
1079
1079
['could', 'likely', 'covering', 'product', 'product', 'remains']
1080
1080
1081
1081
1082
1082
['therapy', 'week', 'change', 'dynamic', 'think', 'benefit', 'payer']
1083
1083
1084
1084
1085
1085
['roberts', 'already', 'running', 'typically', 'larger', 'health', 'plan', 'first']
1086
1086
['would', 'similar', 'selling', 'season', 'employer', 'begin', 'several', 'month', 'would', 'think', 'selling', 'season', 'similar']
1087
1087
1088
1088
1089
1089
1090
1090
1091
1091
1092
1092
['recognize', 'goodness', 'halfway', 'recognize', 'accomplish', 'focus', 'terms', 'opportunity', 'ahead', 'proud', 'management', 'leadership', 'provide', 'organization', 'satisfy', 'accomplish']
1093
1093
['think', 'question', 'come', 'often', 'happen', 'another', 'pharmacy', 'retailer', 'another', 'together', 'think', 'answer', 'start']
1094
1094
['group', 'anyone', 'recognize', 'start', 'peach', 'cream', 'right', 'think', 'heavy', 'lift', 'need', 'cultural', 'point', 'talk', 'health', 'engagement', 'engine', 'building', 'pipe', 'connectivity', 'would', 'serve', 'enabler', 'bring', 'differentiate', 'product', 'market']
1095
1095
['think', 'place', 'today', 'sights', 'forward', 'terms', 'opportunity', 'still', 'front']
1096
1096
['miller', 'analyst', 'william', 'blair', 'company', 'miller', 'william', 'blair', 'regard', 'share', 'tremendous', 'success', 'think', 'doubling', 'years']
1097
1097
['elaborate', 'potent', 'lever', 'point', 'migrate', 'client', 'maintenance', 'choice', 'going', 'deep', 'innovation']
1098
1098
['think', 'want', 'pharmacy', 'without', 'tobacco', 'offset', 'employer', 'sponsor', 'life', 'penetration', 'decline', 'significant', 'headwind']
1099
1099
1100
1100
1101
1101
1102
1102
['larry', 'merlo', 'start', 'several', 'member', 'obviously', 'think', 'opportunity', 'slide', 'show', 'opportunity', 'health', 'space']
1103
1103
['maintenance', 'choice', 'still', 'early', 'product', 'ramp', 'adoption', 'think', 'trend', 'facing', 'health', 'plan', 'going', 'forward', 'historically', 'innovation', 'employer', 'segment', 'think', 'opportunity', 'change', 'share', 'growth', 'health', 'space']
1104
1104
1105
1105
1106
1106
1107
1107
1108
1108
1109
1109
1110
1110
['larry', 'merlo', 'helena', 'second', 'question', 'infusion', 'texas']
1111
1111
['helena', 'foulkes', 'definitely', 'evolve', 'towards', 'health', 'beauty', 'offering', 'today', 'overdeveloped', 'business', 'front', 'store', 'share', 'really', 'think', 'marketplace', 'going', 'margin']
1112
1112
1113
1113
['lotvin', 'think', 'answer', 'first', 'question', 'right', 'infusion', 'pilot', 'happening', 'using', 'coram', 'infusion', 'nurse', 'minuteclinic', 'specifically', 'speed', 'market', 'approach']
1114
1114
['think', 'continue', 'understand', 'response', 'payer', 'patient', 'model', 'opportunity', 'create', 'incremental', 'space', 'additional', 'space', 'different', 'store', 'minuteclinic', 'easily']
1115
1115
1116
1116
1117
1117
['larry', 'merlo', 'start', 'helena', 'think', 'something', 'working', 'understand', 'terms', 'envelope', 'think', 'hear', 'great', 'example', 'today', 'thinking', 'extend', 'pharmacy', 'experience', 'front', 'store']
1118
1118
['whether', 'delivery', 'talk', 'terms', 'patient', 'infusion', 'think', 'early', 'stage', 'potentially', 'could']
1119
1119
['helena', 'foulkes', 'building', 'really', 'spectrum', 'emerge', 'category', 'today', 'overdelivers', 'great', 'brand', 'health', 'probiotic', 'business', 'great', 'example', 'category', 'exist', 'couple', 'years', 'great', 'business']
1120
1120
1121
1121
1122
1122
['percher', 'analyst', 'barclays', 'capital', 'thank', 'percher', 'barclays', 'question', 'potential', 'channel', 'conflict', 'line', 'right', 'customer', 'economics', 'think', 'management', 'versus', 'program', 'expansion', 'think', 'expand', 'formulary', 'management', 'could', 'total', 'number', 'dollar', 'fulfil', 'little', 'contentious', 'relationship', 'manufacturer', 'think', 'customer', 'line', 'economics']
1123
1123
1124
1124
1125
1125
['lotvin', 'think', 'think', 'approach', 'customer', 'question', 'customer', 'customer', 'specialty', 'prescription', 'today', 'might', 'getting', 'demonstrate', 'better', 'ability', 'manage', 'spend', 'dispense', 'client']
1126
1126
['dynamic', 'works', 'taking', 'share', 'taking', 'share', 'vendor', 'provide', 'better', 'management', 'solution', 'client']
1127
1127
['unidentified', 'audience', 'member', 'month', 'innings', 'specialty', 'formulary', 'think', 'opportunity', 'line', 'relative', 'innings', 'generic', 'close']
1128
1128
1129
1129
['client', 'savings', 'perspective', 'ability', 'impact', 'spend', 'specialty', 'critical', 'advance', 'control', 'formulary', 'mention', 'product', 'reduction', 'trend', 'early', 'parts', '2000s', 'generic', 'first', 'start', 'seeing', 'multi', 'percent', 'reduction', 'trend', 'would', 'client', 'perspective', 'certainly', 'comparable']
1130
1130
['roberts', 'would', 'three', 'years', 'client', 'touch', 'specialty', 'patient', 'anything', 'around', 'formulary', 'happening', 'specialty', 'client', 'saying', 'better', 'manage']
1131
1131
['would', 'whole', 'dynamic', 'specialty', 'change', 'think', 'opportunity', 'formulary', 'going', 'happen', 'biosimilars', 'growth', 'specialty', 'think', 'continue', 'opportunity', 'forward']
1132
1132
1133
1133
['question']
1134
1134
1135
1135
1136
1136
['meredith', 'adler', 'want', 'specifically', 'things', 'control', 'lower', 'think', 'seem', 'happen', 'already', 'happening']
1137
1137
1138
1138
['establish', 'approach', 'program', 'allow', 'client', 'share', 'portion', 'acquisition', 'savings', 'opportunity', 'general', 'specialty', 'opportunity', 'access', 'savings', 'client']
1139
1139
1140
1140
['brennan', 'already', 'testing', 'minuteclinic', 'point', 'devices', 'waive', 'provide', 'really', 'relatively', 'range', 'laboratory', 'test', 'continue', 'explore', 'variety', 'different', 'expand', 'laboratory', 'testing', 'great', 'technology', 'consistently', 'evaluate']
1141
1141
['larry', 'merlo', 'question', 'right']
1142
1142
['wiltamuth', 'analyst', 'jefferies', 'company', 'wiltamuth', 'jefferies', 'helena', 'fresh', 'initiative', 'healthier', 'option', 'going', 'require', 'temperature', 'control', 'supply', 'chain', 'going', 'outsource', 'others', 'think', 'store']
1143
1143
1144
1144
['healthy', 'sometimes', 'people', 'conclusion', 'terms', 'really', 'health', 'spectrum', 'would', 'things', 'would', 'expect', 'whole', 'food', 'snack', 'yogurt', 'things', 'relatively', 'manage', 'supply', 'chain', 'perspective']
1145
1145
1146
1146
1147
1147
['thomson', 'financial', 'reserves', 'right', 'change', 'document', 'content', 'information', 'without', 'obligation', 'notify', 'person', 'change']
1148
1148
['conference', 'call', 'event', 'transcript', 'base', 'company', 'projection', 'forward', 'looking', 'statement', 'regard', 'variety', 'item', 'forward', 'looking', 'statement', 'base', 'current', 'expectation', 'involve', 'risk', 'uncertainty', 'actual', 'result', 'differ', 'materially', 'state', 'forward', 'looking', 'statement', 'base', 'number', 'important', 'factor', 'risk', 'specifically', 'identify', 'company', 'recent', 'filing', 'although', 'company', 'indicate', 'believe', 'assumption', 'underlie', 'forward', 'looking', 'statement', 'reasonable', 'assumption', 'could', 'prove', 'inaccurate', 'incorrect', 'therefore', 'assurance', 'result', 'contemplate', 'forward', 'looking', 'statement', 'realize']
1149
1149
['information', 'contain', 'event', 'transcript', 'textual', 'representation', 'applicable', 'company', 'conference', 'effort', 'provide', 'accurate', 'transcription', 'material', 'error', 'omission', 'inaccuracy', 'reporting', 'substance', 'conference', 'call', 'thomson', 'financial', 'applicable', 'company', 'applicable', 'company', 'assume', 'responsibility', 'investment', 'decision', 'base', 'information', 'provide', 'event', 'transcript', 'user', 'advise', 'review', 'applicable', 'company', 'conference', 'applicable', 'company', 'filing', 'making', 'investment', 'decision']
1150
1151
1151
1152
1153
1153
1154
1155
1155
['transcript', '121614a5456313.713']
1156
1157
1157
1158
1159
1159
1160
1160
1161
1162
1162
['copyright']
1163
1164
1164
1165
1166
1166
1167
1168
1169
1169
1170
1171
1171
1172
1173
1173
['health', 'earnings', 'final']
1174
1175
1175
1176
1177
1177
['corporate', 'participant']
1178
1178
['nancy', 'christal']
1179
1179
1180
1180
1181
1181
['health', 'corporation', 'president']
1182
1182
1183
1183
1184
1184
1185
1185
1186
1186
['roberts']
1187
1187
1188
1188
['conference', 'participant']
1189
1189
1190
1190
1191
1191
['george']
1192
1192
['deutsche', 'analyst']
1193
1193
['scott', 'mushkin']
1194
1194
['wolfe', 'research', 'analyst']
1195
1195
1196
1196
['leerink', 'partner', 'analyst']
1197
1197
[]
1198
1198
1199
1199
['robert', 'jones']
1200
1200
1201
1201
1202
1202
['barclays', 'capital', 'analyst']
1203
1203
['wiltamuth']
1204
1204
['jefferies', 'company', 'analyst']
1205
1205
1206
1206
['analyst']
1207
1207
1208
1208
['cowen', 'company', 'analyst']
1209
1209
1210
1210
1211
1211
1212
1212
['raymond', 'james', 'associate', 'analyst']
1213
1213
['presentation']
1214
1214
1215
1215
1216
1216
['reminder', 'conference', 'record', 'tuesday', 'november']
1217
1217
1218
1218
1219
1219
['morning', 'larry', 'merlo', 'president', 'provide', 'business', 'update', 'denton', 'executive', 'president', 'review', 'third', 'quarter', 'result', 'guidance', 'fourth', 'quarter', 'roberts', 'president', 'helena', 'foulkes', 'president', 'retail', 'business', 'today', 'participate', 'session', 'following', 'prepare', 'remark', 'please', 'limit', 'question', 'quick', 'follow', 'provide', 'caller', 'chance', 'question']
1220
1220
1221
1221
1222
1222
['post', 'slide', 'presentation', 'website', 'footnote', 'adjustment', 'slide', 'summarize', 'information', 'today', 'additional', 'fact', 'figure', 'regard', 'operate', 'performance', 'guidance', 'additionally', 'quarterly', 'report', 'file', 'close', 'business', 'today', 'available', 'website']
1223
1223
['please', 'today', 'presentation', 'forward', 'looking', 'statement', 'within', 'meaning', 'federal', 'security', 'nature', 'forward', 'looking', 'statement', 'involve', 'risk', 'uncertainty', 'actual', 'result', 'differ', 'materially', 'contemplate', 'forward', 'looking', 'statement', 'number', 'reason', 'describe', 'filing', 'include', 'factor', 'section', 'cautionary', 'statement', 'disclosure', 'filing']
1224
1224
1225
1225
['always', 'today', 'simulcast', 'website', 'archive', 'following']
1226
1226
1227
1227
['larry', 'merlo', 'president', 'health', 'corporation', 'thanks', 'nancy']
1228
1228
1229
1229
1230
1230
1231
1231
1232
1232
['given', 'strong', 'performance', 'narrowing', 'adjust', 'guidance', 'range', 'range', 'exclude', 'quarter', 'associate', 'early', 'extinguishment', 'provide', 'details', 'behind', 'financial', 'result', 'guidance', 'review']
1233
1233
['business', 'update', 'start', 'selling', 'season', 'please', 'report', 'continue', 'growth', 'trajectory', 'gross', 'currently', 'stand', 'billion', 'billion', 'update', 'business', 'standing', 'billion', 'million', 'previous', 'report', 'point', 'exclude', 'impact', 'silverscript']
1234
1234
1235
1235
1236
1236
1237
1237
['specialty', 'revenue', 'drive', 'business', 'sovaldi', 'along', 'addition', 'coram', 'infusion', 'business', 'numerous', 'client', 'sign', 'service', 'management', 'product', 'enable', 'acquisition', 'coram', 'earlier', 'continue', 'client', 'interest', 'adoption', 'medical', 'pharmacy', 'management', 'offering', 'enable', 'acquisition', 'novologix', 'remain', 'optimistic', 'continue', 'specialty', 'pharmacy', 'share', 'strategy', 'capitalize', 'exist', 'opportunity', 'analyst']
1238
1238
['turning', 'retail', 'touch', 'briefly', 'product', 'silverscript', 'expect', 'currently', 'million', 'life', 'individual', 'expect', 'amount', 'monthly', 'chooser', 'enrollment', 'assignment', 'expect', 'offset', 'normal', 'monthly', 'attrition', 'update', 'numbers', 'early', 'result', 'enrollment', 'along', 'income', 'subsidy', 'signees', 'continue', 'significant', 'opportunity', 'individual', 'business', 'please', 'product', 'positioning', 'market']
1239
1239
['move', 'retail', 'business', 'produce', 'solid', 'result', 'first', 'pharmacy', 'continue', 'strong', 'trend', 'second', 'quarter', 'gain', 'pharmacy', 'share', 'pharmacy', 'market', 'share', 'increase', 'basis', 'point', '30-day', 'equivalent', 'basis', 'pharmacy', 'store', 'sales', 'increase', 'versus', 'quarter', 'pharmacy', 'store', 'script', 'increase', '30-day', 'equivalent', 'basis']
1240
1240
1241
1241
['regard', 'health', 'reform', 'since', 'update', 'continue', 'modest', 'positive', 'benefit', 'script', 'transform', 'reform', 'largely', 'expansion', 'medicaid', 'overall', 'pharmacy', 'margin', 'increase', 'quarter', 'expectation']
1242
1242
['talk', 'impact', 'generic', 'inflation', 'pharmacy', 'reimbursement', 'pressure', 'given', 'market', 'commentary', 'reiterate', 'comment', 'today', 'reflect', 'third', 'quarter', 'result']
1243
1243
['recall', 'guidance', 'december', 'expect', 'continue', 'pressure', 'pharmacy', 'reimbursement', 'market', 'generally', 'consistent', 'anticipate', 'generic', 'inflation', 'good', 'inflation', 'exist', 'select', 'generic', 'item', 'deflationary', 'nature', 'generic', 'market', 'remains', 'intact', 'within', 'expectation']
1244
1244
['discussion', 'market', 'medicare', 'design', 'impact', 'retail', 'pharmacy', 'network', 'touch', 'first', 'remind', 'annual', 'process', 'prefer', 'plan', 'base', 'life']
1245
1245
1246
1246
1247
1247
1248
1248
['years', 'talking', 'utilize', 'extra', 'differentiate', 'balance', 'sales', 'margin', 'growth', 'continue', 'trajectory', 'plan', 'month']
1249
1249
['store', 'brand', 'sales', 'notable', 'gain', 'store', 'brand', 'represent', 'front', 'store', 'sales', 'basis', 'point', 'gain', 'across', 'health', 'beauty', 'general', 'merchandise', 'edible']
1250
1250
1251
1251
['turning', 'store', 'growth', 'september', 'complete', 'acquisition', 'navarro', 'large', 'hispanic', 'own', 'store', 'chain', 'addition', 'acquiring', 'navarro', 'store', 'open', 'pharmacy', 'relocate', 'close', 'result', 'store', 'quarter', 'track', 'achieve', 'square', 'footage', 'growth']
1252
1252
1253
1253
1254
1254
1255
1255
['manufacturer', 'continue', 'transition', 'legacy', 'purchasing', 'program', 'cardinal', 'purchasing', 'platform', 'extremely', 'please', 'progress', 'forward', 'future', 'contribution']
1256
1256
1257
1257
['denton', 'health', 'corporation', 'thank', 'larry', 'morning', 'everyone']
1258
1258
1259
1259
['third', 'quarter', 'million', 'dividend', 'shareholder', 'already', 'surpass', 'dividend', 'payout', 'level', 'making', 'continue', 'progress', 'toward', 'achieve', 'payout', 'target', 'additionally', 'repurchase', 'million', 'share', 'approximately', 'million', 'average', 'price', '78.51', 'share', 'repurchase', 'million', 'share', 'billion', 'still', 'expect', 'complete', 'least', 'billion', 'share', 'repurchase']
1260
1260
1261
1261
['larry', 'generate', 'billion', 'third', 'quarter', 'bringing', 'total', 'first', 'month', 'approximately', 'billion', 'driver', 'continue', 'healthy', 'growth', 'earnings', 'couple', 'continue', 'improvement', 'retail', 'cycle', 'fuel', 'mainly', 'performance', 'payables', 'expect', 'generate', 'billion', 'billion', 'prior', 'guidance', 'billion', 'billion', 'drive', 'large', 'benefit', 'associate', 'early', 'extinguishment']
1262
1262
1263
1263
['turning', 'income', 'statement', 'adjust', 'earnings', 'share', 'continue', 'operations', 'share', 'guidance', 'range', 'anticipate', 'guidance', 'include', 'negative', 'impact', 'earnings', 'share', 'decision', 'tobacco', 'category', 'larry', 'earnings', 'reflect', 'strong', 'growth', 'across', 'operate', 'segment', 'dilute', 'share']
1264
1264
['september', 'retire', 'replacing', 'lower', 'interest', 'rates', 'buy', 'billion', 'average', 'replace', '10-year', 'note', 'total', 'billion', 'average', 'replacing', 'portion', 'lower', 'rates', 'likely', 'benefit', 'reduction', 'interest', 'expense', 'incremental', 'improvement', 'annual', 'interest', 'expense', 'using', 'today', 'share', 'count']
1265
1265
['million', 'third', 'quarter', 'associate', 'retirement', 'outstanding', 'note', 'approximately', 'share', 'nancy', 'extinguishment', 'associate', 'costs', 'include', 'prior', 'guidance']
1266
1266
['quickly', 'underlie', 'result', 'consolidate', 'basis', 'revenue', 'third', 'quarter', 'increase', 'approximately', 'billion', 'billion', 'revenue', 'increase', 'billion', 'strong', 'performance', 'drive', 'business', 'specialty', 'pharmacy', 'growth', 'brand', 'inflation', 'product']
1267
1267
1268
1268
['note', 'quarter', 'implementation', 'specialty', 'connect', 'transfer', 'revenue', 'retail', 'pharmacy', 'segment', 'segment', 'dispense', 'nearly', 'specialty', 'prescription', 'fill', 'health', 'given', 'specialty', 'drug', 'transition', 'larger', 'impact', 'sales', 'dollar', 'script', 'volume', 'expect', 'impact', 'sales', 'dollar', 'third', 'quarter', 'approximately', 'million', 'expect', 'similar', 'impact', 'fourth', 'quarter']
1269
1269
['expect', 'shift', 'enhance', 'growth', 'approximately', 'basis', 'point', 'dampening', 'revenue', 'growth', 'retail', 'larry', 'basis', 'point', 'negative', 'impact', 'retail', 'pharmacy', 'comp', 'insignificant', 'impact', 'retail', 'script', 'volume', 'overall', 'revenue', 'retail', 'business', 'increase', 'quarter', 'billion']
1270
1270
['sales', 'retail', 'segment', 'better', 'expect', 'drive', 'primarily', 'product', 'volume', 'delay', 'generic', 'launch', 'launch', 'mention', 'compare', 'third', 'quarter', 'retail', 'partially', 'offset', 'positive', 'factor', 'increase', 'approximately', 'basis', 'point', 'retail', 'revenue', 'growth', 'dampen', 'tobacco', 'category', 'fully', 'complete', 'beginning', 'september']
1271
1271
1272
1272
1273
1273
1274
1274
['gross', 'margin', 'retail', 'segment', 'basis', 'point', 'gross', 'profit', 'dollar', 'increase', 'margin', 'improvement', 'largely', 'drive', 'increase', 'pharmacy', 'margin', 'benefit', 'increase', 'better', 'purchasing', 'economics', 'partially', 'offset', 'continue', 'reimbursement', 'pressure']
1275
1275
1276
1276
['total', 'operate', 'expense', 'percent', 'revenue', 'improve', 'approximately', 'basis', 'point', 'total', 'dollar', 'segment', 'expense', 'improvement', 'approximately', 'basis', 'point', 'retail', 'segment', 'percent', 'sales', 'increase', 'approximately', 'basis', 'point', 'expense', 'growth', 'expense', 'primarily', 'reflect', 'higher', 'legal', 'operate', 'costs']
1277
1277
['within', 'corporate', 'segment', 'expense', 'million', 'million', 'increase', 'primarily', 'relate', 'strategic', 'initiative', 'investment', 'add', 'operate', 'margin', 'total', 'enterprise', 'decline', 'approximately', 'basis', 'point']
1278
1278
['operate', 'margin', 'decline', 'approximately', 'basis', 'point', 'operate', 'margin', 'retail', 'improve', 'basis', 'point', 'quarter', 'operate', 'profit', 'strong', 'growing', 'higher', 'expect', 'retail', 'operate', 'profit', 'increase', 'healthy', 'expectation', 'going', 'consolidate', 'income', 'statement', 'interest', 'expense', 'quarter', 'increase', 'approximately', 'million', 'million']
1279
1279
['issue', 'fourth', 'quarter', 'primary', 'driver', 'increase', 'although', 'benefit', 'extinguishment', 'quarter', 'weight', 'average', 'share', 'count', 'billion', 'share', 'finally', 'effective']
1280
1280
1281
1281
1282
1282
['dilute', 'continue', 'operations', 'expect', 'range', 'share', 'effect', 'narrow', 'adjust', 'earnings', 'share', 'guidance', 'range', 'taking', 'bottom', 'thereby', 'increase', 'midpoint', '0.015', 'revise', 'guidance', 'reflect', 'solid', 'performance', 'first', 'month', 'confidence', 'outlook', 'expect', 'guidance', 'assume', 'share', 'repurchase', 'total', 'least', 'billion', 'benefit', 'transaction']
1283
1283
['fourth', 'quarter', 'expect', 'adjust', 'earnings', 'share', 'range', 'dilute', 'continue', 'operations', 'expect', 'range', 'share', 'fourth', 'quarter', 'guidance', 'include', 'negative', 'impact', 'tobacco', 'approximately', 'share', 'consistent', 'initial', 'expectation', 'bringing', 'impact', 'approximately', 'share']
1284
1284
1285
1285
['first', 'timing', 'impact', 'break', 'generic', 'present', 'tough', 'comparison', 'versus', 'second', 'first', 'quarter', 'financial', 'effect', 'decision', 'tobacco', 'category', 'finally', 'success', 'selling', 'season', 'investing', 'incrementally', 'welcome', 'season', 'ensure', 'successful', 'migration', 'customer']
1286
1286
['details', 'fourth', 'quarter', 'guidance', 'within', 'retail', 'segment', 'expect', 'revenue', 'versus', 'fourth', 'quarter', 'adjust', 'script', 'comp', 'expect', 'increase', 'range', 'expect', 'total', 'store', 'sales', 'range', 'expect', 'front', 'store', 'store', 'sales', 'reflect', 'negative', 'impact', 'relate', 'tobacco', 'approximately', 'basis', 'point', 'fourth', 'quarter']
1287
1287
1288
1288
['note', 'tobacco', 'drove', 'small', 'portion', 'margin', 'expansion', 'third', 'quarter', 'impact', 'expect', 'quarters', 'impact', 'expect', 'retail', 'segment', 'operate', 'profit', 'increase', 'fourth', 'quarter']
1289
1289
1290
1290
1291
1291
['result', 'total', 'enterprise', 'quarter', 'expect', 'revenue', 'approximately', 'fourth', 'quarter', 'intercompany', 'elimination', 'project', 'equal', 'combine', 'segment', 'revenue', 'elimination', 'ratio', 'trend', 'higher', 'tobacco', 'obviously', 'affect', 'pharmacy', 'revenue']
1292
1292
['total', 'company', 'gross', 'profit', 'margin', 'expect', 'significantly', 'fourth', 'quarter', 'drive', 'largely', 'operate', 'expense', 'percent', 'revenue', 'expect', 'notably', 'improve', 'fourth', 'quarter', 'operate', 'expense', 'percent', 'revenue', 'modest', 'improvement', 'drive', 'growth', 'specialty', 'drug']
1293
1293
['retail', 'expense', 'leverage', 'moderately', 'decline', 'given', 'tobacco', 'relate', 'sales', 'small', 'amount', 'associate', 'reduction', 'expense', 'expect', 'operate', 'expense', 'corporate', 'segment', 'million', 'million', 'expect', 'operate', 'margin', 'total', 'company', 'quarter', 'basis', 'point', 'fourth', 'quarter']
1294
1294
['expect', 'interest', 'expense', 'million', 'million', 'approximately', 'fourth', 'quarter', 'anticipate', 'approximately', 'billion', 'weight', 'average', 'share', 'quarter', 'would', 'imply', 'approximately', 'billion', 'expect', 'generate', 'range', 'billion', 'billion']
1295
1295
['summary', 'solid', 'quality', 'quarter', 'strong', 'financial', 'performance', 'across', 'enterprise', 'importantly', 'outlook', 'remains', 'strong', 'continue', 'remain', 'focus', 'using', 'strong', 'provide', 'value', 'stakeholder', 'future']
1296
1296
1297
1297
1298
1298
1299
1299
1300
1300
1301
1301
['operator', 'operator', 'instructions']
1302
1302
1303
1303
['heinbockel', 'analyst', 'guggenheim', 'security', 'want', 'drill', 'little', 'retail', 'gross', 'margin', 'performance', 'color', 'front', 'versus', 'pharmacy', 'relative', 'basis', 'versus', 'either', 'pharmacy', 'decent', 'amount', 'tobacco', 'front', 'considerable', 'amount', 'thinking', 'impact', 'would', 'specialty', 'connect', 'transfer', 'pharmacy', 'margin']
1304
1304
['larry', 'merlo', 'morning', 'larry', 'first', 'think', 'ahead', 'describe', 'prepare', 'remark', 'think', 'talk', 'variable', 'impact', 'front', 'store', 'pharmacy', 'margin', 'growth', 'area', 'think', 'historically', 'break', 'qualitatively', 'directionally', 'talking', 'factor', 'impact']
1305
1305
1306
1306
1307
1307
1308
1308
['denton', 'general', 'specialty', 'drug', 'typically', 'brand', 'drug', 'almost', 'exclusively', 'brand', 'drug', 'carry', 'lower', 'gross', 'margin', 'would', 'slightly', 'positive', 'effect', 'retail', 'pharmacy', 'strip', 'drug', 'modest']
1309
1309
['heinbockel', 'lastly', 'regard', 'promotionally', 'learning', 'promotional', 'elasticity', 'seem', 'promote', 'little', 'seeing', 'traffic', 'promotional', 'elasticity', 'case', 'great', 'thought']
1310
1310
['helena', 'foulkes', 'president', 'retail', 'health', 'corporation', 'helena', 'think', 'spend', 'really', 'using', 'extra', 'promotional', 'effectiveness', 'understanding', 'promote', 'product', 'invite', 'store', 'essentially', 'using', 'balance', 'making', 'right', 'promotional', 'investment']
1311
1311
['operator', 'george', 'deutsche']
1312
1312
1313
1313
1314
1314
['roberts', 'president', 'health', 'corporation', 'george', 'would', 'think', 'ability', 'specialty', 'drug', 'medical', 'benefit', 'pharmacy', 'benefit', 'rheumatoid', 'arthritis', 'example', 'exist', 'capability', 'tool', 'utilization', 'program', 'effectively', 'manage', 'client', 'client', 'interest', 'something', 'continue', 'recommend']
1315
1315
1316
1316
1317
1317
1318
1318
['think', 'value', 'create', 'george', 'really', 'three', 'value', 'create', 'fix', 'payment', 'allude', 'prepare', 'remark', 'first', 'payment', 'flowing', 'fourth', 'quarter']
1319
1319
1320
1320
1321
1321
1322
1322
1323
1323
1324
1324
['scott', 'mushkin', 'perfect', 'strategic', 'question', 'maybe', 'analyst', 'seem', 'taking', 'retail', 'business', 'little', 'crossroads', 'specifically', 'talking', 'front', 'obviously', 'take', 'tobacco', 'category', 'photo', 'diminish', 'cards', 'add', 'clinic', 'means', 'pharmacy', 'people', 'coming', 'health', 'reason', 'change', 'healthcare', 'business', 'consumer', 'going', 'making', 'choice', 'overlay', 'assets', 'retail', 'wonder', 'think', 'business', 'going', 'retail', 'manage', 'dynamic']
1325
1325
1326
1326
1327
1327
['spending', 'talking', 'digital', 'thinking', 'connection', 'store', 'digital', 'really', 'enhance', 'experience', 'customer', 'around', 'digital', 'excite', 'going', 'particularly', 'focus', 'pharmacy', 'front', 'store', 'important']
1328
1328
['roberts', 'scott', 'client', 'perspective', 'retail', 'location', 'really', 'synergistic', 'goal', 'reach', 'consumer', 'influence', 'consumer', 'change', 'consumer', 'behavior', 'lower', 'overall', 'healthcare', 'costs', 'think', 'think', 'really', 'integrate', 'model', 'standalone', 'retail', 'pharmacy', 'bolt', 'pharmacy', 'integrate', 'channels']
1329
1329
1330
1330
['operator', 'david', 'larsen', 'leerink', 'partner']
1331
1331
1332
1332
['larry', 'merlo', 'great', 'question', 'think', 'mention', 'affiliation', 'think', 'number', 'pilot', 'underway', 'several', 'health', 'system', 'actually', 'transmitting', 'patient', 'forth', 'think', 'synergistic', 'opportunity', 'party', 'opportunity', 'referral', 'source']
1333
1333
1334
1334
['think', 'second', 'question', 'point', 'testing', 'clinic', 'today', 'evaluate', 'various', 'technology', 'exist', 'terms', 'playing', 'deep', 'bigger', 'excite', 'pilot', 'underway', 'texas', 'market', 'actually', 'performing', 'infusion', 'services', 'clinic', 'think', 'little', 'analyst', 'think', 'number', 'opportunity']
1335
1335
1336
1336
['operator', 'jpmorgan']
1337
1337
1338
1338
1339
1339
['beyond', 'think', 'awful', 'differentiator', 'cliche', 'client', 'client', 'different', 'priority', 'think', 'growing', 'services', 'product', 'need', 'diverse', 'client', 'whether', 'maintenance', 'choice', 'specialty', 'connect', 'pharmacy', 'advisor', 'talk', 'minuteclinic']
1340
1340
1341
1341
1342
1342
['roberts', 'front', 'perspective', 'client', 'obviously', 'please', 'result', 'selling', 'season', 'would', 'service', 'issue', 'experience', 'available', 'marketplace', 'clear', 'everything', 'larry', 'cover', 'value', 'proposition', 'think', 'success']
1343
1343
1344
1344
['think', 'things', 'around', 'design', 'think', 'going', 'interest', 'narrow', 'network', 'return', 'higher', 'trend', 'think', 'plan', 'going', 'looking', 'lower', 'think', 'think', 'narrow', 'network', 'really', 'disaggregate', 'different', 'segment', 'medicare', 'clearly', 'seeing', 'prefer', 'network', 'manage', 'medicaid', 'narrow', 'network']
1345
1345
['employer', 'great', 'adopter', 'maintenance', 'choice', 'seeing', 'movement', 'narrow', 'prefer', 'network', 'commercial', 'health', 'plan', 'really', 'would', 'slow', 'adopt', 'design', 'think', 'advent', 'growth', 'exchange', 'think', 'going', 'movement', 'business', 'bring', 'third', 'adopt', 'different', 'design', 'move', 'narrow', 'network', 'example']
1346
1346
['operator', 'robert', 'jones', 'goldman', 'sachs']
1347
1347
['robert', 'jones', 'analyst', 'goldman', 'sachs', 'follow', 'mention', 'billion', 'better', 'relative', 'update', 'little', 'winning', 'sense', 'around', 'profitability', 'winning', 'mention', 'shift', 'people', 'looking', 'narrow', 'network', 'curious', 'impact', 'profitability', 'pretty', 'successful', 'season']
1348
1348
1349
1349
['dynamic', 'terms', 'profitability', 'think', 'dynamic', 'materially', 'change', 'typically', 'contract', 'profitability', 'contract', 'improve', 'typically', 'point', 'first', 'contract']
1350
1350
1351
1351
1352
1352
1353
1353
['think', 'retail', 'effective', 'terms', 'evaluate', 'margin', 'anticipate', 'share', 'shift', 'result', 'plan', 'sense', 'participate', 'prefer', 'plan', 'sense']
1354
1354
1355
1355
1356
1356
1357
1357
1358
1358
['roberts', 'great', 'question', 'happy', 'specialty', 'connect', 'performing', 'seeing', 'level', 'patient', 'satisfaction', 'deploy', 'across', 'retail', 'store', 'specialty', 'pharmacy']
1359
1359
['start', 'client', 'component', 'client', 'value', 'capability', 'another', 'differentiate', 'service', 'offer', 'similar', 'maintenance', 'choice', 'successful', 'people', 'specialty', 'script', 'local', 'realize', 'employer', 'client', 'exclusive', 'benefit', 'member']
1360
1360
1361
1361
1362
1362
['percher', 'sound', 'value', 'commercial', 'quite', 'strong', 'feeling', 'market', 'something', 'capture', 'allow', 'capture', 'incremental', 'life', 'going', 'player', 'without', 'captive', 'life', 'growth', 'market', 'sound', 'think', 'table']
1363
1363
1364
1364
1365
1365
['wiltamuth', 'analyst', 'jefferies', 'company', 'specialty', 'story', 'growth', 'specialty', 'business', 'organic', 'growth', 'exclude', 'coram', 'acquisition', 'little', 'color', 'driver', 'behind', 'growth', 'large', 'number', 'relative', 'growth', 'expect', 'broad', 'marketplace']
1366
1366
['denton', 'exclude', 'coram', 'think', 'growth', 'specialty', 'quarter', 'coram', 'contribute', 'growth', 'overwhelm', 'driver', 'performance']
1367
1367
1368
1368
['wiltamuth', 'mostly', 'sovaldi']
1369
1369
1370
1370
['roberts', 'add', 'business', 'seeing', 'exist', 'client', 'primarily', 'health', 'plan', 'narrow', 'network', 'normally', 'several', 'prefer', 'pharmacy', 'seeing', 'interest', 'pushing', 'share', 'channels', 'growing', 'business', 'talk', 'happy', 'performance', 'specialty']
1371
1371
['wiltamuth', 'sense', 'awareness', 'marketplace', 'survey', 'earlier', 'employer', 'still', 'completely', 'tune', 'coming', 'specialty', 'spending']
1372
1372
1373
1373
['larry', 'merlo', 'think', 'change', 'month', 'think', 'reason', 'mention', 'hear', 'coming', 'seeing', 'impact', 'drug', 'sovaldi', 'anxious', 'curve']
1374
1374
1375
1375
['steven', 'valiquette', 'analyst', 'seeing', 'topic', 'exchange', 'thankfully', 'move', 'burner', 'disclosure', 'roughly', 'million', 'business', 'exchange', 'first', 'inaudible', 'seem', 'number', 'equate', 'total', 'annual', 'business', 'seem', 'pretty', 'manageable', 'context', 'predict', 'curious', 'think', 'roughly', 'attrition', 'reasonable', 'exchange', 'years', 'could', 'change', 'higher', 'lower', 'specific', 'reason', 'foresee', 'right', 'thanks']
1376
1376
['larry', 'merlo', 'steve', 'think', 'important', 'context', 'think', 'rhetoric', 'around', 'people', 'migrate', 'active', 'employee', 'migrate', 'exchange', 'rhetoric', 'around', 'quiet', 'tremendously', 'perhaps', 'small', 'employee', 'organization', 'hearing', 'large', 'size', 'company']
1377
1377
['think', 'allude', 'prepare', 'remark', 'think', 'inconsistent', 'talk', 'think', 'trend', 'emerge', 'employer', 'getting', 'retiree', 'business', 'think', 'seeing', 'earlier', 'comment', 'number', 'anything', 'migrate', 'beyond', 'point']
1378
1378
['roberts', 'steve', 'remember', 'opportunity', 'recapture', 'life', 'health', 'relationship', 'retiree', 'silverscript', 'product', 'competitive', 'think', 'people', 'exchange']
1379
1379
1380
1380
1381
1381
['operator', 'charles', 'rhyee', 'cowen', 'company']
1382
1382
1383
1383
1384
1384
['charles', 'rhyee', 'helpful', 'secondly', 'follow', 'prefer', 'network', 'medicare', 'seem', 'issue', 'contracting', 'overall', 'effective', 'pricing', 'seem', 'comment', 'issue', 'medicare', 'negotiate', 'prefer', 'network', 'chosen']
1385
1385
1386
1386
1387
1387
1388
1388
1389
1389
['charles', 'rhyee', 'great', 'thank']
1390
1390
1391
1391
['robert', 'willoughby', 'analyst', 'merrill', 'lynch', 'benefit', 'might', 'consider', 'nature', 'tobacco', 'inventory', 'reduction', 'secondarily', 'driving', 'higher', 'account', 'receivable', 'opportunity', 'bring']
1392
1392
['denton', 'couple', 'things', 'think', 'anything', 'necessarily', 'nature', 'material', 'nature', 'absent', 'normal', 'cadence', 'recovery', 'medicare', 'bake', 'anything', 'abnormal', 'delivery', 'perspective']
1393
1393
['think', 'receivables', 'payables', 'perspective', 'think', 'continue', 'payable', 'probably', 'still', 'opportunity', 'account', 'receivable', 'really', 'probably', 'constrain', 'little', 'relate', 'medicare', 'performance', 'requirement', 'around', 'probably', 'influence', 'specifically', 'fully', 'manage', 'effectively']
1394
1394
['robert', 'willoughby', 'retail']
1395
1395
1396
1396
['robert', 'willoughby', 'really', 'thank']
1397
1397
1398
1398
['ransom', 'analyst', 'raymond', 'james', 'associate', 'nervous', 'think', 'going', 'laughter']
1399
1399
1400
1400
1401
1401
['denton', 'think', 'probably', 'little', 'early', 'specialty', 'trend', 'specific', 'relate', 'would', 'working', 'client', 'outline', 'manage', 'specialty', 'trend', 'trend', 'teens', 'level', 'several', 'years', 'think', 'working', 'client', 'outline', 'series', 'steps', 'activity', 'implement', 'actually', 'manage', 'trend', 'reasonable', 'level', 'choose', 'explicit', 'client', 'working', 'diligently', 'understand', 'trade']
1402
1402
1403
1403
1404
1404
1405
1405
['roberts', 'pushback', 'change', 'expectation', 'shift', 'change', 'fully', 'contemplate', 'guidance', 'think', 'actual', 'launch', 'cycle', 'still', 'quite', 'frankly', 'uncertain', 'post', 'watchful', 'analyst', 'quite', 'frankly']
1406
1406
1407
1407
1408
1408
1409
1409
1410
1410
['information', 'contain', 'event', 'transcript', 'textual', 'representation', 'applicable', 'company', 'conference', 'effort', 'provide', 'accurate', 'transcription', 'material', 'error', 'omission', 'inaccuracy', 'reporting', 'substance', 'conference', 'call', 'thomson', 'financial', 'applicable', 'company', 'applicable', 'company', 'assume', 'responsibility', 'investment', 'decision', 'base', 'information', 'provide', 'event', 'transcript', 'user', 'advise', 'review', 'applicable', 'company', 'conference', 'applicable', 'company', 'filing', 'making', 'investment', 'decision']
1411
1412
1412
1413
1414
1414
['language', 'english']
1415
1416
1416
['transcript', '110414a5517596.796']
1417
1418
1418
['publication', 'transcript']
1419
1420
1420
1421
1421
['right', 'reserve']
1422
1423
1423
1424
1425
1425
['return']
1426
1427
1427
['focus', 'document']
1428
1429
1430
1430
['disclosure']
1431
1432
1432
['september', 'tuesday']
1433
1434
1434
['caremark', 'morgan', 'stanley', 'healthcare', 'conference', 'final']
1435
1436
1436
['length', 'words']
1437
1438
1438
['corporate', 'participant']
1439
1439
1440
1440
['health']
1441
1441
1442
1442
1443
1443
1444
1444
1445
1445
1446
1446
1447
1447
['ricky', 'goldwasser', 'analyst', 'morgan', 'stanley', 'morning', 'everybody', 'welcome', 'morgan', 'stanley', 'global', 'healthcare', 'conference', 'ricky', 'goldwasser', 'morgan', 'stanley', 'healthcare', 'services', 'analyst', 'pleasure', 'introduce', 'moderate', 'today', 'discussion', 'larry', 'merlo', 'health', 'boratto', 'senior', 'corporate', 'controller', 'health']
1448
1448
1449
1449
1450
1450
['think', 'company', 'today', 'healthcare', 'company', 'assets', 'posse', 'think', 'health', 'think', 'retail', 'pharmacy', 'continue', 'call', 'pharmacy', 'caremark', 'client', 'million', 'plan', 'member', 'growing', 'presence', 'clinic', 'business', 'brand', 'minute', 'clinic', 'today', 'clinic', 'across', 'state', 'district', 'columbia', 'growing', 'specialty', 'pharmacy', 'business', 'simply', 'call', 'specialty', 'continue', 'operate', 'management']
1451
1451
['ricky', 'question']
1452
1452
1453
1453
1454
1454
['larry', 'anticipate', 'shift', 'toward', 'healthcare', 'really', 'investment', 'thesis', 'seven', 'years', 'putting', 'together', 'diligently', 'piece', 'caremark', 'business', 'expand', 'government', 'relationship', 'think', 'government', 'large', 'customer', 'large', 'bring', 'minute', 'clinic', 'focus', 'inaudible', 'centric', 'really', 'connect', 'entire', 'healthcare', 'delivery', 'system', 'update', 'status', 'relationship', 'healthcare', 'delivery', 'system', 'thought', 'business', 'segment', 'really', 'together']
1455
1455
['larry', 'merlo', 'think', 'talk', 'terms', 'assets', 'operate', 'thought', 'bringing', 'assets', 'together', 'integrate', 'fashion', 'thought', 'bring', 'product', 'services', 'really', 'satisfy', 'three', 'goal', 'increase', 'access', 'improve', 'health', 'serve', 'reducing', 'overall', 'years', 'working', 'bring', 'differentiate', 'innovative', 'product', 'market']
1456
1456
['maintenance', 'choice', 'today', 'million', 'member', 'enrol', 'maintenance', 'choice', 'certainly', 'increase', 'access', 'make', 'pharmacy', 'dispense', 'agnostic', 'pharmacy', 'retail', 'caremark', 'capability', 'preserves', 'economics', 'pharmacy', 'business']
1457
1457
['pharmacy', 'advisor', 'program', 'focus', 'quality', 'study', 'medication', 'nonadherence', 'create', 'unnecessary', 'avoidable', 'costs', 'healthcare', 'delivery', 'system', 'upwards', 'billion', 'pharmacy', 'advisor', 'helping', 'close', 'keeping', 'people', 'adherent', 'medication']
1458
1458
1459
1459
1460
1460
['health', 'plan', 'provider', 'healthcare', 'system', 'continue', 'evolve', 'exchange', 'marketplace', 'move', 'health', 'plan', 'business', 'business', 'certainly', 'posse', 'expertise', 'understanding', 'consumer', 'behavior', 'important', 'think', 'minute', 'clinic', 'today', 'forge', 'alliance', 'leading', 'health', 'institution']
1461
1461
['think', 'going', 'opening', 'comment', 'example', 'change', 'confident', 'bigger', 'healthcare', 'system']
1462
1462
['ricky', 'goldwasser', 'tying', 'business', 'successful', 'selling', 'season', 'base', 'feedback', 'consultant', 'really', 'together', 'selling', 'message', 'resonate', 'sponsor', 'employer', 'conversation', 'thinking', 'future', 'pharmacy', 'benefit', 'within', 'context', 'broad', 'healthcare', 'agenda', 'negotiation', 'table', 'really', 'pricing', 'employer', 'starting', 'think', 'pharmacy', 'benefit', 'holistic', 'manner']
1463
1463
['larry', 'merlo', 'think', 'discussion', 'today', 'start', 'price', 'service', 'describe', 'ticket', 'elements', 'right', 'quickly', 'conversation', 'begin', 'morph', 'point', 'growing', 'concern', 'client', 'today', 'around', 'specialty', 'looking', 'associate', 'costs', 'specialty', 'today', 'specialty', 'represent', 'client', 'pharmacy', 'spend', 'portion', 'specialty', 'flowing', 'medical', 'benefit', 'project', 'specialty', 'growth', 'midteens', 'foreseeable', 'future', 'quickly', 'specialty', 'represent', 'pharmacy', 'spend', 'approach']
1464
1464
['today', 'awful', 'discussion', 'utilization', 'management', 'perspective', 'certainly', 'great', 'story', 'terms', 'capability', 'specialty', 'space']
1465
1465
1466
1466
['unidentified', 'audience', 'member', 'manage', 'generic', 'price', 'inaudible', 'peer', 'inaudible', 'quite', 'better', 'guess']
1467
1467
1468
1468
['going', 'everybody', 'analyst', 'december', 'provide', 'guidance', 'outlook', 'point', 'talk', 'going', 'continue', 'pharmacy', 'reimbursement', 'pressure', 'marketplace', 'things', 'talking', 'reflect', 'outlook', 'provide', 'anything', 'anticipate', 'december', 'provide', 'guidance']
1469
1469
1470
1470
['source', 'going', 'forward', 'believe', 'funds', 'match', 'scale', 'combine', 'knowledge', 'expertise', 'enable', 'continue', 'successful']
1471
1471
['unidentified', 'audience', 'member', 'getting', 'operate', 'margin', 'think', 'stable', 'think', 'gross', 'margin', 'opportunity', 'reduce', 'costs', 'pricing', 'issue', 'industry']
1472
1472
1473
1473
['unidentified', 'audience', 'member', 'medicare', 'business', 'silverscript', 'approaching', 'decision', 'whether', 'prefer', 'provider', 'plan', 'conversation', 'silverscript', 'competitive', 'dynamics', 'inaudible']
1474
1474
1475
1475
1476
1476
['unidentified', 'audience', 'member', 'specialty', 'compensate', 'dispense', 'move', 'product', 'system', 'wraparound', 'services', 'could', 'understand', 'distribution', 'versus', 'value', 'add', 'piece']
1477
1477
['larry', 'merlo', 'start', 'specialty', 'business', 'manage', 'particular', 'manage', 'patient', 'recognize', 'specialty', 'patient', 'dealing', 'complex', 'issue', 'times', 'multiple', 'medication']
1478
1478
[]
1479
1479
1480
1480
1481
1481
['capability', 'enable', 'offer', 'competitive', 'price', 'product', 'clinical', 'services', 'provide', 'evaluate', 'pricing', 'offer', 'client', 'include', 'costs', 'understanding', 'costs', 'operate', 'business', 'enable', 'acceptable', 'margin']
1482
1482
1483
1483
1484
1484
['ricky', 'goldwasser', 'larry', 'point', 'really', 'forefront', 'innovation', 'formulary', 'management', 'think', 'formulary', 'management', 'somewhat', 'different', 'historically', 'specialty', 'drug', 'entering', 'market', 'people', 'exclusion', 'rather', 'exclusion', 'going', 'tiering']
1485
1485
1486
1486
['boratto', 'ricky', 'three', 'years', 'client', 'tend', 'think', 'touch', 'specialty', 'patient', 'sick', 'average', 'patient', 'disruption', 'given', 'trend', 'expect', 'marketplace', 'traditional', 'new', 'idea', 'manage', 'costs', 'provide', 'excellent', 'patient']
1487
1487
1488
1488
1489
1489
['think', 'interest', 'unique', 'model', 'partner', 'health', 'plan', 'variety', 'whether', 'think', 'misnomer', 'talking', 'retail', 'assets', 'minute', 'clinic', 'assets', 'important', 'provide', 'education', 'information', 'host', 'marketing', 'event', 'insurer', 'leveraging', 'digital', 'property', 'partnership', 'emerge', 'minute', 'clinic', 'play', 'important', 'provide', 'initial', 'assessment', 'newly', 'enrol', 'patient', 'another', 'conduit', 'dialogue']
1490
1490
['obviously', 'services', 'begin', 'network', 'management', 'whether', 'restrict', 'prefer', 'network', 'ability', 'proprietary', 'product', 'whether', 'maintenance', 'choice', 'pharmacy', 'advisor', 'along', 'opportunity', 'program', 'call', 'health', 'insurer', 'terms', 'provide', 'unique', 'information', 'personalize', 'point', 'insurer', 'want', 'preventative', 'point', 'identify', 'patient', 'mammogram', 'message', 'patient', 'point', 'diabetic', 'test', 'message', 'patient', 'point']
1491
1491
1492
1492
1493
1493
['boratto', 'refer', 'entire', 'basket', 'whether', 'exclusive', 'period', 'break', 'period']
1494
1494
1495
1495
['ricky', 'goldwasser', 'slice', 'exclude', 'product', 'coming', 'market', 'think', 'mature', 'basket', 'think', 'inflationary', 'deflationary', 'environment', 'group']
1496
1496
1497
1497
['ricky', 'goldwasser', 'utilization', 'another', 'topical', 'issue', 'think', 'expectation', 'volume', 'start', 'picking', 'coverage', 'expansion', 'experience', 'marketplace', 'starting', 'pickup', 'volume', 'think', 'really', 'unique', 'position', 'really', 'volume', 'coming']
1498
1498
1499
1499
['seeing', 'benefit', 'business', 'medicaid', 'expansion', 'think', 'talk', 'december', 'impact', 'health', 'reform', 'continue', 'modest', 'benefit', 'largely', 'drive', 'medicaid', 'expansion']
1500
1500
1501
1501
['ricky', 'goldwasser', 'clarify', 'think', 'medicaid', 'population', 'think', 'refer', 'benefit', 'separate', 'benefit', 'volume', 'think', 'margin', 'profile', 'medicaid', 'business', 'margin', 'profile', 'compare', 'average', 'business']
1502
1502
1503
1503
1504
1504
1505
1505
1506
1506
1507
1507
1508
1508
1509
1509
1510
1510
['ricky', 'goldwasser', 'second', 'spill', 'little', 'orchestrate', 'three', 'catalyst', 'really', 'focus', 'investor', 'month']
1511
1511
['larry', 'merlo', 'think', 'think', 'growth', 'catalyst', 'business', 'think', 'today', 'growth', 'specialty', 'second', 'quarter', 'coram', 'acquisition', 'revenue', 'specialty', 'business', 'taking', 'share', 'marketplace', 'think', 'bringing', 'unique', 'product', 'marketplace', 'think', 'resonate', 'client', 'member']
1512
1512
1513
1513
['ricky', 'goldwasser', 'great', 'thank']
1514
1514
['larry', 'merlo', 'thank', 'ricky']
1515
1515
['thomson', 'financial', 'reserves', 'right', 'change', 'document', 'content', 'information', 'without', 'obligation', 'notify', 'person', 'change']
1516
1516
['conference', 'call', 'event', 'transcript', 'base', 'company', 'projection', 'forward', 'looking', 'statement', 'regard', 'variety', 'item', 'forward', 'looking', 'statement', 'base', 'current', 'expectation', 'involve', 'risk', 'uncertainty', 'actual', 'result', 'differ', 'materially', 'state', 'forward', 'looking', 'statement', 'base', 'number', 'important', 'factor', 'risk', 'specifically', 'identify', 'company', 'recent', 'filing', 'although', 'company', 'indicate', 'believe', 'assumption', 'underlie', 'forward', 'looking', 'statement', 'reasonable', 'assumption', 'could', 'prove', 'inaccurate', 'incorrect', 'therefore', 'assurance', 'result', 'contemplate', 'forward', 'looking', 'statement', 'realize']
1517
1517
['information', 'contain', 'event', 'transcript', 'textual', 'representation', 'applicable', 'company', 'conference', 'effort', 'provide', 'accurate', 'transcription', 'material', 'error', 'omission', 'inaccuracy', 'reporting', 'substance', 'conference', 'call', 'thomson', 'financial', 'applicable', 'company', 'applicable', 'company', 'assume', 'responsibility', 'investment', 'decision', 'base', 'information', 'provide', 'event', 'transcript', 'user', 'advise', 'review', 'applicable', 'company', 'conference', 'applicable', 'company', 'filing', 'making', 'investment', 'decision']
1518
1519
1519
1520
1521
1521
1522
1523
1523
1524
1525
1525
['publication', 'transcript']
1526
1527
1527
['copyright']
1528
1528
1529
1530
1530
1531
1532
1532
['return']
1533
1534
1534
['focus', 'document']
1535
1536
1537
1537
1538
1539
1539
1540
1541
1541
['caremark', 'earnings', 'final']
1542
1543
1543
1544
1545
1545
1546
1546
['nancy', 'christal']
1547
1547
['caremark', 'corporation']
1548
1548
1549
1549
1550
1550
1551
1551
['caremark', 'corporation']
1552
1552
['roberts']
1553
1553
['caremark', 'corporation', 'president']
1554
1554
1555
1555
1556
1556
['conference', 'participant']
1557
1557
['heinbockel']
1558
1558
['guggenheim', 'security', 'analyst']
1559
1559
['robert', 'jones']
1560
1560
['goldman', 'sachs', 'analyst']
1561
1561
1562
1562
['barclays', 'capital', 'analyst']
1563
1563
['percher']
1564
1564
['barclays', 'capital', 'analyst']
1565
1565
1566
1566
1567
1567
['scott', 'mushkin']
1568
1568
1569
1569
1570
1570
1571
1571
['david', 'larsen']
1572
1572
1573
1573
['george']
1574
1574
['deutsche', 'analyst']
1575
1575
1576
1576
1577
1577
['steven', 'valiquette']
1578
1578
['analyst']
1579
1579
1580
1580
1581
1581
1582
1582
['merrill', 'lynch', 'analyst']
1583
1583
1584
1584
1585
1585
['wiltamuth']
1586
1586
['jefferies', 'company', 'analyst']
1587
1587
['frank', 'morgan']
1588
1588
['capital', 'market', 'analyst']
1589
1589
1590
1590
['operator', 'lady', 'gentleman', 'thank', 'standing', 'welcome', 'earnings']
1591
1591
1592
1592
1593
1593
1594
1594
['morning', 'larry', 'merlo', 'president', 'provide', 'business', 'update', 'denton', 'executive', 'president', 'review', 'second', 'quarter', 'result', 'guidance', 'third', 'quarter', 'roberts', 'president', 'helena', 'foulkes', 'president', 'retail', 'business', 'today', 'participate', 'question', 'answer', 'session', 'following', 'prepare', 'remark']
1595
1595
1596
1596
1597
1597
['invitation', 'specific', 'details', 'august', 'please', 'tuesday', 'december', 'receive', 'invitation', 'would', 'attend', 'please', 'contact', 'earliest', 'convenience']
1598
1598
['please', 'post', 'slide', 'presentation', 'website', 'summarize', 'information', 'today', 'additional', 'fact', 'figure', 'regard', 'operate', 'performance', 'guidance', 'additionally', 'quarterly', 'report', 'file', 'close', 'business', 'today', 'available', 'website']
1599
1599
1600
1600
1601
1601
['larry', 'merlo']
1602
1602
1603
1603
['adjust', 'earnings', 'share', 'increase', 'share', 'guidance', 'range', 'retail', 'segment', 'exceed', 'revenue', 'expectation', 'deliver', 'strong', 'gross', 'margin', 'result', 'operate', 'profit', 'retail', 'business', 'technical', 'difficulty', 'exceed', 'expectation']
1604
1604
['additionally', 'generate', 'nearly', 'million', 'keeping', 'track', 'achieve', 'given', 'strong', 'performance', 'raising', 'narrowing', 'adjust', 'earnings', 'share', 'guidance', 'range', 'previous', 'range', 'provide', 'details', 'behind', 'financial', 'result', 'guidance', 'review']
1605
1605
1606
1606
['individual', 'newly', 'insured', 'oppose', 'previously', 'coverage', 'still', 'remains', 'unclear', 'various', 'source', 'quote', 'anywhere', 'individual', 'newly', 'insured', 'multiple', 'point', 'suggest', 'might', 'somewhere', 'regard', 'medicaid', 'available', 'indicate', 'million', 'individual', 'gain', 'coverage', 'million', 'earnings']
1607
1607
['number', 'newly', 'insured', 'remain', 'somewhat', 'mystery', 'confident', 'several', 'million', 'american', 'gain', 'coverage', 'recent', 'month', 'provide', 'positive', 'secular', 'trend', 'pharmacy', 'volume', 'growth', 'several', 'years']
1608
1608
1609
1609
1610
1610
1611
1611
['together', 'venture', 'running', 'refine', 'certain', 'aspect', 'agreement', 'structure', 'final', 'agreement', 'slightly', 'different', 'talk', 'previously', 'venture', 'works', 'financial', 'review', 'highlighting', 'three', 'venture', 'expect', 'deliver', 'value', 'remain', 'excite', 'forward', 'future', 'contribution']
1612
1612
['move', 'business', 'start', 'update', 'selling', 'season', 'note', 'marketplace', 'active', 'pricing', 'remains', 'competitive', 'rational', 'please', 'report', 'successful', 'selling', 'season']
1613
1613
['gross', 'currently', 'stand', 'billion', 'across', 'client', 'segment', 'stand', 'billion', 'number', 'include', 'business', 'acquisition', 'make', 'business', 'business', 'numbers', 'account', 'impact', 'individual', 'prescription', 'touch', 'little', 'later']
1614
1614
1615
1615
['client', 'selling', 'season', 'achieve', 'better', 'control', 'specialty', 'spend', 'among', 'client', 'specialty', 'represent', 'total', 'spend', 'pharmacy', 'benefit', 'projection', 'continue', 'teens', 'specialty', 'spend', 'include', 'medical', 'benefit', 'likely', 'total', 'spend', 'think', 'critical', 'bring', 'meaningful', 'solution', 'challenge']
1616
1616
1617
1617
1618
1618
1619
1619
1620
1620
1621
1621
1622
1622
['coram', 'organization', 'fully', 'integrate', 'specialty', 'group', 'capability', 'topic', 'discussion', 'current', 'selling', 'season', 'specialty', 'business', 'carve', 'standalone', 'basis', 'remain', 'optimistic', 'continue', 'specialty', 'pharmacy', 'share', 'develop', 'innovative', 'offering', 'capitalize', 'unique', 'ability', 'optimize', 'costs', 'quality', 'access']
1623
1623
['another', 'important', 'manage', 'trend', 'client', 'highly', 'proactive', 'approach', 'formulary', 'management', 'recall', 'introduce', 'marketplace', 'since', 'update', 'formulary', 'annual', 'basis', 'mission', 'manage', 'trend', 'client', 'provide', 'comprehensive', 'effective', 'clinically', 'appropriate', 'option', 'member']
1624
1624
1625
1625
['turning', 'retail', 'touch', 'briefly', 'silverscript', 'expect', 'currently', 'approximately', 'million', 'life', 'individual', 'first', 'normal', 'monthly', 'attrition', 'partially', 'offset', 'chooser', 'assignee', 'sanction', 'earlier', 'begin', 'enroll', 'chooser', 'february', 'receive', 'assignee']
1626
1626
1627
1627
1628
1628
1629
1629
1630
1630
1631
1631
1632
1632
1633
1633
['adjust', 'tobacco', 'impact', 'easter', 'shift', 'front', 'store', 'comp', 'roughly', 'quarter', 'sequentially', 'improve', 'front', 'store', 'traffic', 'decline', 'customer', 'continue', 'aggregate', 'trip', 'average', 'basket', 'continue', 'increase', 'reflect', 'strength', 'loyalty', 'program', 'personalization', 'enable', 'offer', 'consistent', 'prior', 'statement', 'making', 'responsible', 'investment', 'profitable', 'promotion', 'remain', 'commit', 'chase', 'empty', 'sales']
1634
1634
['driving', 'higher', 'margin', 'store', 'brand', 'sales', 'continue', 'another', 'focus', 'notable', 'growth', 'share', 'gain', 'share', 'brand', 'quarter', 'store', 'brand', 'percent', 'front', 'store', 'sales', 'increase', 'basis', 'point', 'significant', 'opportunity', 'continue', 'expand', 'share', 'store', 'brand', 'product', 'building', 'equity', 'health', 'beauty', 'seeking', 'opportunistic', 'growth', 'area']
1635
1635
1636
1636
1637
1637
['expect', 'maintain', 'current', 'product', 'learn', 'navarro', 'colleague', 'hispanic', 'marketing', 'merchandising', 'expect', 'lesson', 'transferable', 'certain', 'market']
1638
1638
1639
1639
1640
1640
1641
1641
['financial', 'review']
1642
1642
1643
1643
['second', 'quarter', 'continue', 'track', 'record', 'pay', 'quarterly', 'dividend', 'shareholder', 'payment', 'total', 'million', 'strong', 'earnings', 'outlook', 'remainder', 'expect', 'dividend', 'payout', 'ratio', 'surpass', 'point', 'making', 'continue', 'progress', 'toward', 'achieve', 'payout', 'target']
1644
1644
1645
1645
1646
1646
['turning', 'income', 'statement', 'adjust', 'earnings', 'share', 'continue', 'operations', 'share', 'versus', 'guidance', 'range', 'strong', 'performance', 'reflect', 'solid', 'growth', 'across', 'operate', 'segment', 'retail', 'segment', 'produce', 'result', 'expectation', 'enterprise', 'performance', 'drive', 'primarily', 'better', 'expect', 'result', 'dilute', 'share', 'quickly', 'result']
1647
1647
['consolidate', 'basis', 'revenue', 'second', 'quarter', 'increase', 'approximately', 'billion', 'billion', 'revenue', 'increase', 'approximately', 'billion', 'billion', 'strong', 'performance', 'drive', 'business', 'specialty', 'pharmacy', 'growth', 'inflation', 'product']
1648
1648
1649
1649
1650
1650
['point', 'second', 'quarter', 'result', 'begin', 'experience', 'shift', 'segment', 'highlight', 'analyst', 'focus', 'limited', 'channel', 'retail', 'competitor', 'channel', 'business', 'segment', 'agnostic', 'offering', 'enhance', 'performance', 'enterprise', 'sometimes', 'expense', 'individual', 'segment', 'reason', 'recall', 'suggest', 'focus', 'growth', 'enterprise', 'rather', 'individual', 'segment', 'gauge', 'success']
1651
1651
['implementation', 'specialty', 'connect', 'quarter', 'essentially', 'transfer', 'revenue', 'retail', 'pharmacy', 'segment', 'segment', 'dispense', 'nearly', 'specialty', 'prescription', 'fill', 'caremark', 'anticipate', 'transition', 'larger', 'impact', 'sales', 'dollar', 'script', 'given', 'specialty', 'drug', 'impact', 'sales', 'dollar', 'second', 'quarter', 'approximately', 'million', 'impact', 'larger', 'third', 'fourth', 'quarters']
1652
1652
1653
1653
1654
1654
['additionally', 'margin', 'benefit', 'finalization', 'california', 'medicaid', 'reimbursement', 'rates', 'reference', 'earnings', 'finalization', 'benefit', 'retail', 'gross', 'margin', 'million', 'quarter', 'gross', 'margin', 'million', 'impact', 'consistent', 'guidance', 'provide', 'earlier']
1655
1655
1656
1656
1657
1657
['pharmacy', 'margin', 'notably', 'improve', 'without', 'impact', 'finalization', 'front', 'store', 'margin', 'decline', 'anticipate', 'quarter', 'drive', 'mainly', 'tobacco', 'product', 'unexpected', 'bankruptcy', 'vendor']
1658
1658
['total', 'operate', 'expense', 'percent', 'revenue', 'improve', 'approximately', 'basis', 'point', 'total', 'dollar', 'segment', 'expense', 'improvement', 'approximately', 'basis', 'point', 'versus']
1659
1659
1660
1660
['add', 'operate', 'margin', 'total', 'enterprise', 'improve', 'approximately', 'basis', 'point', 'operate', 'margin', 'improve', 'approximately', 'basis', 'point', 'operate', 'margin', 'retail', 'improve', 'basis', 'point']
1661
1661
1662
1662
['going', 'consolidate', 'income', 'statement', 'interest', 'expense', 'quarter', 'increase', 'approximately', 'million', 'million', 'issue', 'fourth', 'quarter', 'primary', 'driver', 'increase', 'weight', 'average', 'share', 'count', 'billion', 'share', 'finally', 'effective']
1663
1663
['update', 'guidance', 'always', 'focus', 'highlight', 'additional', 'details', 'guidance', 'slide', 'presentation', 'post', 'website', 'earlier', 'morning']
1664
1664
1665
1665
['dilute', 'continue', 'operations', 'expect', 'range', 'guidance', 'second', 'quarter', 'increase', 'range', 'delta', 'reflect', 'move', 'piece', 'among', 'minor', 'shift', 'timing', 'associate', 'fix', 'payment', 'receive', 'cardinal', 'slightly', 'higher']
1666
1666
1667
1667
['first', 'previously', 'state', 'receive', 'fix', 'quarterly', 'payment', 'cardinal', 'recognize', 'greater', 'relative', 'purchasing', 'volume', 'caremark', 'today', 'final', 'agreement', 'receive', 'quarterly', 'payment', 'million', 'beginning', 'fourth', 'quarter', 'rather', 'quarterly', 'payment', 'million', 'would', 'begin', 'third', 'quarter', 'change', 'overall', 'value', 'fix', 'payment', 'simply', 'timing', 'shift', 'accurately', 'reflect', 'operational', 'associate', 'venture']
1668
1668
1669
1669
['finally', 'explain', 'previously', 'believe', 'incremental', 'value', 'current', 'generic', 'procurement', 'create', 'combination', 'purchasing', 'volume', 'fix', 'payment', 'begin', 'quarter', 'later', 'originally', 'plan', 'overall', 'value', 'fix', 'payment', 'remains', 'potential', 'incremental', 'value', 'result', 'venture', 'remains', 'continue', 'excite', 'venture', 'forward', 'future', 'contribution']
1670
1670
1671
1671
['additionally', 'taking', 'account', 'performance', 'second', 'quarter', 'narrowing', 'outlook', 'retail', 'raising', 'bottom', 'range', 'expect', 'growth', 'consistent', 'outlook', 'revising', 'guidance', 'total', 'store', 'sales', 'expect', 'growth']
1672
1672
1673
1673
['impact', 'could', 'basis', 'point', 'front', 'store', 'comp', 'given', 'expect', 'front', 'store', 'comp', 'could', 'negatively', 'impact', 'basis', 'point', 'basis', 'point', 'roughly', 'double', 'model', 'please']
1674
1674
1675
1675
['expect', 'approximately', 'narrowing', 'raising', 'guidance', 'range', 'operate', 'guidance', 'change', 'expect', 'billion', 'billion', 'operate', 'increase', 'million', 'guidance', 'remains', 'range', 'billion', 'billion', 'expect', 'capital', 'expenditure', 'slightly', 'higher', 'originally', 'plan']
1676
1676
['third', 'quarter', 'expect', 'adjust', 'earnings', 'share', 'range', 'share', 'reflect', 'growth', 'versus', 'remove', 'associate', 'legal', 'settlement', 'result', 'dilute', 'continue', 'operation', 'expect', 'range', 'third', 'quarter']
1677
1677
1678
1678
['expect', 'revenue', 'growth', '14.25', '15.25', 'drive', 'continue', 'strong', 'growth', 'specialty', 'inflation', 'expect', 'retail', 'operate', 'profit', 'growth', 'third', 'quarter', 'expect', 'operate', 'profit', 'growth', 'third', 'quarter']
1679
1679
1680
1680
['larry']
1681
1681
1682
1682
['could', 'happy', 'colleague', 'provide', 'service', 'client', 'people', 'better', 'health', 'deliver', 'strong', 'result', 'shareholder', 'think', 'talk', 'morning', 'prior', 'meeting', 'unmatched', 'enterprise', 'assets', 'enable', 'provide', 'innovative', 'integrate', 'solution', 'breakthrough', 'product']
1683
1683
['healthcare', 'environment', 'evolve', 'uniquely', 'position', 'address', 'quality', 'affordability', 'accessibility', 'challenge', 'healthcare', 'system', 'today', 'highly', 'focus', 'unique', 'opportunity', 'growth', 'continue', 'active', 'growing', 'shaping', 'future', 'healthcare']
1684
1684
['ahead', 'question', 'operator']
1685
1685
1686
1686
1687
1687
1688
1688
['heinbockel', 'analyst', 'guggenheim', 'security', 'larry', 'strategic', 'question', 'think', 'specialty', 'connect', 'starting', 'impact', 'dialogue', 'potential', 'customer', 'think', 'impact', 'ability', 'reduce', 'spend', 'become', 'changer', 'terms', 'market', 'share', 'account']
1689
1689
['larry', 'merlo', 'morning', 'start', 'think', 'probably']
1690
1690
['think', 'really', 'surround', 'sound', 'specialty', 'program', 'highlight', 'specialty', 'connect', 'morning', 'think', 'important', 'component', 'think', 'ability', 'manage', 'specialty', 'manage', 'specialty', 'patient', 'think', 'differentiator', 'marketplace']
1691
1691
1692
1692
['roberts', 'president', 'caremark', 'corporation', 'client', 'specialty', 'connect', 'really', 'opening', 'access', 'specialty', 'historically', 'order', 'access', 'member', 'retail', 'outlet', 'really', 'accessible', 'client', 'become', 'focus', 'really', 'excite', 'capability', 'think', 'maintenance', 'choice', 'successful', 'marketplace']
1693
1693
1694
1694
1695
1695
['roberts', 'adherence', 'compliance', 'thinking', 'adherent', 'medication']
1696
1696
['heinbockel']
1697
1697
['roberts', 'historically', 'retail', 'perform', 'traditional', 'specialty', 'pharmacy', 'perform', 'specialty', 'connect', 'achieve', 'level', 'adherence', 'specialty', 'connect', 'patient', 'specialty', 'pharmacy', 'connect', 'clinical', 'capability', 'specialty']
1698
1698
1699
1699
['heinbockel', 'thank']
1700
1700
1701
1701
['operator', 'robert', 'jones', 'goldman', 'sachs']
1702
1702
['robert', 'jones', 'analyst', 'goldman', 'sachs', 'thanks', 'question', 'larry', 'want', 'comment', 'prescription', 'utilization']
1703
1703
['touch', 'little', 'seeing', 'medicaid', 'expansion', 'script', 'growth', 'quarter', 'exceed', 'guidance']
1704
1704
['look', 'guide', 'quarter', 'little', 'acceleration', 'could', 'maybe', 'parse', 'little', 'seeing', 'broad', 'market', 'utilization']
1705
1705
1706
1706
['think', 'talk', 'transition', 'mention', 'earlier', 'believe', 'modest', 'benefit', 'coming', 'medicaid', 'think', 'certainly', 'ramp', 'beyond']
1707
1707
1708
1708
['guess', 'maybe', 'could', 'isolate', 'recent', 'change', 'savings', 'would', 'generate', 'guess', 'broadly', 'importantly', 'successful', 'shifting', 'client', 'restrictive', 'formulary']
1709
1709
1710
1710
1711
1711
1712
1712
['robert', 'jones', 'great', 'thanks', 'comment']
1713
1713
1714
1714
1715
1715
['talk', 'weakness', 'traffic', 'front', 'function', 'people', 'consolidate', 'trip', 'wonder', 'could', 'course', 'initiative', 'could', 'little', 'think', 'going', 'consumer', 'pulling', 'whether', 'change', 'competitive', 'environment', 'anybody', 'respond', 'traffic']
1716
1716
['larry', 'merlo', 'meredith', 'think', 'seeing', 'change', 'consumer', 'think', 'consumer', 'continue', 'cautious', 'purchaser', 'product']
1717
1717
['think', 'change', 'competitive', 'environment', 'still', 'awful', 'promotion', 'across', 'competitor', 'mention', 'earlier', 'continue', 'discipline', 'quite', 'frankly', 'sweet', 'often', 'times', 'science', 'terms', 'investment', 'spending', 'drive', 'traffic', 'driving', 'profitable', 'sales']
1718
1718
['helena', 'foulkes', 'president', 'retail', 'business', 'caremark', 'corporation', 'would', 'agree', 'meredith', 'think', 'fairly', 'consistent', 'talking', 'couple', 'call', 'consumer', 'still', 'cautious']
1719
1719
['really', 'focus', 'health', 'beauty', 'personal', 'continue', 'encourage', 'performance', 'category', 'clearly', 'decision', 'tobacco', 'drove', 'change', 'share', 'general', 'merchandise', 'business']
1720
1720
['overall', 'would', 'competitor', 'continue', 'promote', 'watching', 'carefully', 'really', 'try', 'smart', 'choice', 'driving', 'profitable', 'growth']
1721
1721
1722
1722
1723
1723
1724
1724
1725
1725
['think', 'growing', 'specialty', 'connect', 'going', 'driving', 'higher', 'share', 'life', 'working', 'physician', 'client', 'client', 'decide', 'integrative', 'capability', 'specialty', 'connect']
1726
1726
['larry', 'merlo', 'thing', 'think', 'interest', 'touch', 'analogy', 'specialty', 'connect', 'maintenance', 'choice', 'customer', 'choose', 'specialty', 'script', 'retail', 'ironically', 'consistent', 'maintenance', 'choice', 'first', 'pilot', 'program', 'years']
1727
1727
1728
1728
1729
1729
1730
1730
1731
1731
['additional', 'color', 'growth', '90-day', 'retail', 'think', 'market', 'shift']
1732
1732
1733
1733
['ricky', 'goldwasser', 'think', 'opportunity', 'opportunity', 'script', 'present', 'maintenance', 'script', 'thinking']
1734
1734
['larry', 'merlo', 'think', 'going', 'think', 'right', 'terms', 'thinking', 'maintenance', 'bucket', 'script', 'versus', 'acute', 'think', 'reasonable', 'expect', 'continue', 'growth', 'trajectory', 'couple', 'years']
1735
1735
1736
1736
['denton', 'ricky', 'really', 'provide', 'forecast', 'generic', 'inflation', 'comment', 'nature', 'generic', 'marketplace']
1737
1737
1738
1738
1739
1739
1740
1740
1741
1741
['scott', 'mushkin', 'analyst', 'wolfe', 'research', 'thanks', 'taking', 'question']
1742
1742
['first', 'want', 'clarity', 'operate', 'growth', 'third', 'quarter', 'remind', 'quite', 'second', 'quarter', 'hope', 'remind', 'deceleration']
1743
1743
['denton', 'scott']
1744
1744
1745
1745
['scott', 'mushkin', 'perfect', 'second', 'question', 'really', 'guess', 'thinking', 'asset', 'asset', 'turn', 'future', 'seem', 'caremark', 'uniquely', 'position', 'improve', 'asset', 'turn', 'clinic', 'specialty', 'connect', 'future']
1746
1746
['store', 'store', 'three', 'years', 'thought', 'around', 'question', 'wonder', 'thought']
1747
1747
1748
1748
['talk', 'fix', 'asset', 'within', 'store', 'prescription', 'disproportionate', 'bottom', 'opportunity', 'extend', 'pharmacy', 'experience', 'front', 'store', 'think', 'helena', 'begin', 'excite', 'terms', 'opportunity', 'create', 'certainly', 'position', 'crack', 'ready', 'think', 'something', 'different', 'future', 'today']
1749
1749
1750
1750
['secondly', 'talk', 'times', 'opportunity', 'inventory', 'perspective', 'making', 'maximize', 'supply', 'chain', 'across', 'channels', 'important']
1751
1751
['scott', 'mushkin', 'right', 'thanks', 'taking', 'question']
1752
1752
1753
1753
['operator']
1754
1754
['analyst', 'jpmorgan', 'chase', 'thank', 'wonder', 'could', 'maybe', 'start', 'question', 'around', 'selling', 'season', 'billion', 'gross', 'people', 'buying', 'seeing', 'maintenance', 'choice', 'specialty', 'metrics', 'around', 'client', 'program', 'buy']
1755
1755
1756
1756
1757
1757
['ability', 'touch', 'member', 'influence', 'behavior', 'impact', 'outcome', 'result', 'lower', 'price', 'client', 'continue', 'resonate', 'think', 'probably', 'little', 'interest', 'specialty', 'become', 'priority', 'marketplace', 'believe', 'assets', 'unmatched']
1758
1758
['talk', 'specialty', 'connect', 'earlier', 'accordant', 'disease', 'management', 'company', 'specialty', 'offering', 'treat', 'specialty', 'disease', 'state', 'treat', 'morbidity', 'patient', 'disease', 'dealing']
1759
1759
['talk', 'novologix', 'spend', 'medical', 'benefit', 'really', 'manage', 'capability', 'infusion', 'people', 'interest', 'move', 'people', 'expensive', 'hospital', 'setting', 'home', 'infusion', 'clinic']
1760
1760
['guess', 'really', 'try', 'think', 'things', 'sign', 'impact', 'profitability', 'client']
1761
1761
['majority', 'specialty', 'program', 'people', 'elect', 'maintenance', 'choice', 'try', 'finance']
1762
1762
1763
1763
['seeing', 'uptake', 'formulary', 'strategy', 'maintenance', 'choice', 'uptake', 'health', 'plan', 'historically', 'really', 'emphasize', 'benefit', 'think', 'would', 'think', 'consistent', 'historically']
1764
1764
['great', 'thank']
1765
1765
['larry', 'merlo', 'thanks']
1766
1766
['operator', 'david', 'larsen', 'leerink', 'partner']
1767
1767
1768
1768
1769
1769
1770
1770
1771
1771
['going', 'provide', 'granularity', 'around', 'milestone', 'think', 'terrific', 'relationship', 'cardinal', 'years', 'think', 'create', 'could', 'please', 'team', 'caremark', 'cardinal', 'together', 'spirit', 'improve', 'efficiency', 'drive', 'costs', 'think', 'terrific', 'start']
1772
1772
['david', 'larsen', 'great', 'thanks']
1773
1773
1774
1774
1775
1775
1776
1776
['quick', 'check', 'hear', 'point', 'bring']
1777
1777
1778
1778
['denton', 'sorry', 'deflationary', 'george']
1779
1779
['george', 'maybe', 'delve', 'prepare', 'comment', 'sound', 'seeing', 'inflation', 'small', 'business', 'deflation', 'significant', 'deflation', 'would', 'seeing', 'deflation', 'acquisition', 'costs', 'deflation', 'finding', 'price', 'price', 'perspective']
1780
1780
1781
1781
1782
1782
1783
1783
1784
1784
['larry', 'merlo', 'think', 'point', 'morning', 'continue', 'significant', 'growth', 'organic', 'terms', 'ongoing', 'growth', 'exist', 'clinic', 'drive', 'expansion']
1785
1785
['earlier', 'clinic', 'think', 'certainly', 'discussion', 'selling', 'season', 'think', 'ticket', 'metrics', 'right', 'price', 'service', 'elements', 'offer', 'client', 'minuteclinic', 'option', 'getting', 'attention']
1786
1786
['george', 'right', 'appreciate', 'color', 'thank']
1787
1787
1788
1788
['operator', 'muken', 'group']
1789
1789
1790
1790
['look', 'course', 'selling', 'season', 'fairly', 'consistent', 'gain', 'momentum', 'seem', 'recently', 'number', 'public', 'names', 'try', 'sense', 'business', 'momentum', 'recent']
1791
1791
1792
1792
['muken', 'maybe', 'activity', 'pick', 'obviously', 'quite', 'selective', 'strategic', 'years']
1793
1793
1794
1794
1795
1795
1796
1796
1797
1797
['larry', 'merlo', 'thanks']
1798
1798
['operator', 'steven', 'valiquette']
1799
1799
1800
1800
['quick', 'selling', 'season', 'success', 'curious', 'complete', 'conclusion', 'decision', 'retail', 'tobacco', 'sales', 'help', 'business']
1801
1801
1802
1802
['larry', 'merlo', 'steve', 'think', 'point', 'attribute', 'tobacco', 'decision', 'discussion', 'client', 'obviously', 'recognize', 'client', 'working', 'member', 'employee', 'smoking', 'applaud', 'decision']
1803
1803
1804
1804
1805
1805
1806
1806
1807
1807
1808
1808
['steven', 'valiquette', 'great', 'thanks']
1809
1809
['larry', 'merlo', 'thank']
1810
1810
1811
1811
1812
1812
1813
1813
1814
1814
1815
1815
['denton', 'communicate', 'third', 'quarter', 'tobacco', 'category', 'would', 'somewhere', 'basis', 'point', 'basis', 'point', 'front', 'store', 'comp', 'impact', 'negatively', 'impact', 'would', 'essentially', 'double', 'cycle', 'essentially', 'think', 'modeling', 'progression']
1816
1816
1817
1817
1818
1818
1819
1819
['operator', 'robert', 'willoughby', 'america', 'merrill', 'lynch']
1820
1820
1821
1821
['larry', 'merlo', 'dispense', 'share', 'within', 'pharmacy', 'question']
1822
1822
['robert', 'willoughby', 'market', 'share', 'caremark', 'plan', 'trend']
1823
1823
['larry', 'merlo', 'forecast', 'disclose']
1824
1824
1825
1825
1826
1826
1827
1827
['larry', 'merlo', 'thanks']
1828
1828
['operator', 'charles', 'rhyee', 'cowen', 'company']
1829
1829
1830
1830
1831
1831
['secondly', 'manage', 'drug', 'exclude', 'company', 'manufacturer', 'around', 'communicate', 'client', 'plan', 'really', 'actually', 'pay', 'employer']
1832
1832
1833
1833
['exclude', 'member', 'would', 'would', 'manufacturer', 'around']
1834
1834
['strategy', 'around', 'exclude', 'really', 'change', 'always', 'prior', 'authorization', 'ability', 'physician', 'feel', 'particular', 'medical', 'necessity', 'ability']
1835
1835
['small', 'percent', 'patient', 'physician', 'particular', 'really', 'safety', 'outlet']
1836
1836
['charles', 'rhyee', 'great', 'follow', 'general', 'seem', 'competitor', 'starting', 'really', 'adopt', 'aggressively', 'really', 'manage', 'costs']
1837
1837
1838
1838
1839
1839
1840
1840
1841
1841
1842
1842
1843
1843
1844
1844
['larry', 'merlo', 'think']
1845
1845
1846
1846
1847
1847
['denton']
1848
1848
1849
1849
1850
1850
['denton', 'still', 'growth', 'still', 'organically', 'significant']
1851
1851
['charles', 'rhyee', 'maybe', 'generic', 'little', 'timing', 'break', 'market', 'generic', 'month', 'maybe', 'quarter', 'think', 'better', 'opportunity', 'generic', 'margin']
1852
1852
1853
1853
['generic', 'launch', 'break', 'schedule', 'watch', 'market', 'launch', 'date', 'continue', 'evolve']
1854
1854
1855
1855
['think', 'break', 'generic', 'little', 'lower', 'originally', 'plan', 'analyst', 'december', 'would', 'still', 'fluid', 'point', 'continue', 'ass', 'situation', 'update', 'become', 'pertinent']
1856
1856
1857
1857
['denton', 'think', 'cycle', 'cycle', 'little', 'worse']
1858
1858
1859
1859
['larry', 'merlo', 'question']
1860
1860
['operator', 'frank', 'morgan', 'capital', 'market']
1861
1861
1862
1862
1863
1863
1864
1864
['frank', 'morgan', 'thank']
1865
1865
1866
1866
['thank', 'everyone', 'information', 'thanks', 'continue', 'interest', 'caremark']
1867
1867
['operator', 'lady', 'gentleman', 'conclude', 'conference', 'today', 'thank', 'participation', 'please', 'disconnect', 'line']
1868
1868
['thomson', 'financial', 'reserves', 'right', 'change', 'document', 'content', 'information', 'without', 'obligation', 'notify', 'person', 'change']
1869
1869
['conference', 'call', 'event', 'transcript', 'base', 'company', 'projection', 'forward', 'looking', 'statement', 'regard', 'variety', 'item', 'forward', 'looking', 'statement', 'base', 'current', 'expectation', 'involve', 'risk', 'uncertainty', 'actual', 'result', 'differ', 'materially', 'state', 'forward', 'looking', 'statement', 'base', 'number', 'important', 'factor', 'risk', 'specifically', 'identify', 'company', 'recent', 'filing', 'although', 'company', 'indicate', 'believe', 'assumption', 'underlie', 'forward', 'looking', 'statement', 'reasonable', 'assumption', 'could', 'prove', 'inaccurate', 'incorrect', 'therefore', 'assurance', 'result', 'contemplate', 'forward', 'looking', 'statement', 'realize']
1870
1870
['information', 'contain', 'event', 'transcript', 'textual', 'representation', 'applicable', 'company', 'conference', 'effort', 'provide', 'accurate', 'transcription', 'material', 'error', 'omission', 'inaccuracy', 'reporting', 'substance', 'conference', 'call', 'thomson', 'financial', 'applicable', 'company', 'applicable', 'company', 'assume', 'responsibility', 'investment', 'decision', 'base', 'information', 'provide', 'event', 'transcript', 'user', 'advise', 'review', 'applicable', 'company', 'conference', 'applicable', 'company', 'filing', 'making', 'investment', 'decision']
1871
1872
1872
['august']
1873
1874
1874
['language', 'english']
1875
1876
1876
['transcript', '080514a5444653.753']
1877
1878
1878
['publication', 'transcript']
1879
1880
1880
['copyright']
1881
1881
['right', 'reserve']
1882
1883
1883
1884
1885
1885
['return']
1886
1887
1887
1888
1889
1890
1890
['disclosure']
1891
1892
1892
1893
1894
1894
1895
1896
1896
['length', 'words']
1897
1898
1898
['corporate', 'participant']
1899
1899
1900
1900
1901
1901
1902
1902
1903
1903
1904
1904
1905
1905
1906
1906
1907
1907
['wiltamuth', 'analyst', 'jefferies', 'company', 'welcome', 'wiltamuth', 'jefferies', 'drugstore', 'analyst', 'caremark']
1908
1908
1909
1909
['helena', 'foulkes', 'president', 'retail', 'business', 'caremark', 'corporation', 'thanks', 'really', 'happy', 'today', 'speak', 'caremark', 'strategy', 'drive', 'continue', 'strong', 'growth']
1910
1910
1911
1911
['cover', 'morning', 'start', 'discuss', 'unique', 'combination', 'industry', 'leading', 'assets', 'assets', 'position', 'caremark', 'capitalize', 'change', 'occur', 'health', 'environment', 'finish', 'review', 'strong', 'focus', 'enhance', 'shareholder', 'value']
1912
1912
['looking', 'ahead', 'combination', 'ability', 'agility', 'position', 'caremark', 'thrive', 'change', 'health', 'environment', 'ability', 'define', 'bring', 'together', 'unmatched', 'breadth', 'assets', 'expertise', 'drive', 'innovation', 'innovation', 'deliver', 'result', 'client', 'today', 'customer', 'shareholder']
1913
1913
['agility', 'root', 'clear', 'direction', 'strategy', 'marketplace', 'undergo', 'significant', 'change', 'nimbleness', 'respond', 'change', 'continue', 'deliver', 'strong', 'result']
1914
1914
1915
1915
['number', 'number', 'drugstore', 'market', 'share', 'overall', 'prescription', 'market', 'serve', 'million', 'customer', 'every', 'store']
1916
1916
1917
1917
['acquire', 'small', 'regional', 'drugstore', 'chain', 'brazil', 'store', 'drogaria', 'onofre', 'small', 'retail', 'business', 'acquisition', 'financially', 'material', 'choose', 'water', 'brazil', 'given', 'growing', 'market', 'receptive', 'drugstore', 'chains', 'dominant', 'player', 'today']
1918
1918
['market', 'around', 'globe', 'posse', 'similar', 'characteristic', 'continue', 'exercise', 'cautious', 'financially', 'discipline', 'approach', 'international', 'expansion']
1919
1919
['retail', 'pharmacy', 'business', 'strong', 'consistently', 'outperform', 'industry', 'years', 'gain', 'significant', 'share', 'versus', 'chains', 'overall', 'retail', 'market', 'several', 'driver', 'performance', 'include', 'growing', 'store', 'continue', 'improvement', 'serving', 'customer', 'significant', 'share', 'gain', 'walgreens', 'express', 'script', 'dispute', 'retention', 'percentage', 'customer', 'finally', 'growth', 'life', 'management', 'caremark', 'growing', 'share', 'business']
1920
1920
['chart', 'growth', 'caremark', 'business', 'help', 'retail', 'performance', 'however', 'outperform', 'market', 'adjust', 'synergy']
1921
1921
['another', 'driver', 'growth', 'significant', 'investment', 'retail', 'adherence', 'program', 'program', 'patient', 'right', 'medication', 'thereby', 'generate', 'significant', 'benefit', 'patient', 'payer', 'business']
1922
1922
1923
1923
['result', 'program', 'drive', 'substantial', 'improvement', 'adherence', 'rates', 'competition', 'medication', 'possession', 'ratio', 'standard', 'measure', 'adherence', 'stand', 'almost', 'percentage', 'point', 'competition']
1924
1924
['continue', 'build', 'platform', 'unlock', 'adhere', 'additional', 'patient', 'breakthrough', 'integrating', 'across', 'channels', 'create', 'seamless', 'tailor', 'effective', 'clinical', 'intervention', 'given', 'reach', 'intervention', 'meaningful', 'impact', 'reducing', 'estimate', 'billion', 'avoidable', 'medical', 'costs', 'incur', 'unite', 'state', 'result', 'medication', 'adherence']
1925
1925
['another', 'growth', 'success', 'extracare', 'loyalty', 'program', 'million', 'active', 'cardholder', 'today', 'front', 'store', 'sales', 'involve', 'extracare', 'spend', 'years', 'evolve', 'perfect', 'program', 'means', 'depth', 'customer', 'insight', 'unmatched']
1926
1926
['personalization', 'retail', 'strategy', 'extracare', 'engine', 'behind', 'personalization', 'effort', 'continually', 'investing', 'extracare', 'leading', 'identify', 'customer', 'significant', 'share', 'wallet', 'opportunity', 'represent']
1927
1927
1928
1928
['insight', 'program', 'impact', 'product', 'decision', 'extracare', 'behind', 'highly', 'personalize', 'digital', 'circular', 'recently', 'introduce', 'transition', 'medium']
1929
1929
1930
1930
['recession', 'years', 'create', 'normal', 'consumer', 'value', 'store', 'brand', 'focus', 'setting', 'foundation', 'deliver', 'future', 'store', 'brand', 'growth']
1931
1931
['making', 'steady', 'progress', 'sales', 'goal', 'move', 'current', 'penetration', 'toward', 'continue', 'around', 'world', 'category', 'opportunity', 'apply', 'insight', 'store', 'brand', 'strategy']
1932
1932
1933
1933
['provide', 'million', 'patient', 'since', 'inception', 'minuteclinic', '2,200', 'nurse', 'practitioner', 'provide', 'quality', 'affordable', 'healthcare', 'services', 'seven', 'without', 'appointment', 'patient', 'evening', 'weekend']
1934
1934
['growing', 'demand', 'growing', 'shortage', 'primary', 'physician', 'unite', 'state', 'demand', 'expect', 'outweigh', 'supply', '45,000', 'doctor', 'decade']
1935
1935
['million', 'american', 'expect', 'newly', 'insured', 'health', 'reform', 'supply', 'demand', 'widening', 'occur', 'expand', 'minuteclinic', 'footprint', 'broadening', 'services']
1936
1936
['addition', 'clinical', 'affiliation', 'major', 'health', 'system', 'around', 'country', 'integrating', 'electronic', 'record', 'allow', 'transmission', 'clinical', 'information', 'system', 'ultimately', 'leading', 'better', 'lower', 'costs', 'looking', 'ahead', 'footprint', '1,500', 'clinic', 'least', 'state']
1937
1937
1938
1938
1939
1939
1940
1940
1941
1941
1942
1942
['another', 'important', 'driver', 'focus', 'client', 'specialty', 'pharmacy', 'encompass', 'drug', 'complex', 'conditions', 'rheumatoid', 'arthritis', 'hepatitis', 'specialty', 'expenditure', 'growing', 'annually', 'payer', 'increasingly', 'focus', 'control', 'specialty', 'costs', 'specialty', 'spend', 'expect', 'medical', 'benefit', 'payer', 'increasingly', 'looking', 'manage', 'portion', 'spend']
1943
1943
['tool', 'technology', 'manage', 'specialty', 'across', 'pharmacy', 'medical', 'benefit', 'industry', 'leading', 'share', 'specialty', 'market', 'billion', 'specialty', 'revenue', 'fill', 'manage', 'across', 'enterprise']
1944
1944
['take', 'leadership', 'terms', 'expand', 'formulary', 'management', 'specialty', 'specialty', 'connect', 'product', 'fill', 'unmet', 'consumer', 'need', 'convenience', 'access', 'specialty', 'medication', 'finally', 'recent', 'acquisition', 'coram', 'give', 'leading', 'position', 'infusion', 'market', 'expand', 'competitive', 'specialty', 'offering']
1945
1945
['strong', 'competitive', 'offering', 'leading', 'market', 'position', 'business', 'however', 'industry', 'undergo', 'transformative', 'shift', 'decade']
1946
1946
['evaluate', 'move', 'parts', 'health', 'marketplace', 'trend', 'important', 'impactful', 'positioning', 'company', 'future', 'first', 'affordable', 'coverage', 'million', 'american', 'payer', 'change', 'substantially', 'life', 'shifting', 'health', 'plan', 'second', 'continue', 'shift', 'towards', 'retailization', 'health', 'consumer', 'choice', 'accountability', 'growing', 'third', 'greater', 'focus', 'quality', 'affordable', 'fully', 'roll', 'payer', 'provider', 'improve', 'health', 'value', 'equation', 'finally', 'economics', 'pharmacy', 'continue', 'evolve', 'greatest', 'growth', 'opportunity', 'coming', 'share', 'gain', 'volume', 'growth']
1947
1947
1948
1948
1949
1949
1950
1950
1951
1951
1952
1952
['healthcare', 'reform', 'medicaid', 'expansion', 'bring', 'coverage', 'american', 'pharmacy', 'prepare', 'serve', 'state', 'alone', 'potential', 'million', 'life']
1953
1953
['looking', 'market', 'share', 'state', 'already', 'position', 'capitalize', 'growth', 'opportunity', 'strong', 'fix', 'asset', 'incremental', 'script', 'profitable']
1954
1954
['point', 'truly', 'unique', 'aspect', 'model', 'ability', 'support', 'health', 'plan', 'assets', 'across', 'enterprise', 'whether', 'consumer', 'expertise', 'business', 'consumer', 'world', 'health', 'welcome', 'health', 'plan', 'across', 'country', 'leveraging', 'retail', 'footprint', 'support', 'health', 'marketing', 'initiative', 'range', 'limited', 'market', 'limited', 'pilot', 'marketing', 'program', 'scale', 'educational', 'program']
1955
1955
['health', 'partnership', 'include', 'participation', 'prefer', 'restrict', 'retail', 'pharmacy', 'network', 'taking', 'advantage', 'convenient', 'affordable', 'minuteclinic', 'services', 'saving', 'services', 'program', 'better', 'manage', 'specialty', 'pharmacy', 'expenditure', 'strategy', 'reach', 'continue', 'evolve', 'names', 'list', 'example', 'large', 'national', 'retail', 'regional', 'health', 'plan', 'leveraging', 'enterprise', 'capability', 'though', 'client']
1956
1956
1957
1957
1958
1958
1959
1959
1960
1960
1961
1961
1962
1962
1963
1963
['gain', 'share', 'growing', 'formula', 'success', 'combining', 'retail', 'capability', 'drive', 'greater', 'value', 'savings', 'client', 'member', 'maintain', 'attractive', 'economic', 'profile', 'business', 'caremark', 'perspective', 'despite', 'progress', 'significant', 'opportunity', 'continue', 'enterprise', 'share', 'client', 'spend']
1964
1964
1965
1965
['include', 'three', 'pillar', 'first', 'focus', 'driving', 'productive', 'growth', 'second', 'expectation', 'generate', 'significant', 'level', 'finally', 'discipline', 'approach', 'capital', 'allocation', 'looking', 'ahead', 'expect', 'maintain', 'strong', 'track', 'record', 'successfully', 'manage', 'three', 'pillar']
1966
1966
1967
1967
['given', 'earnings', 'progress', 'continue', 'improvement', 'capital', 'management', 'could', 'average', 'billion', 'billion', 'annually', 'available', 'enhance', 'shareholder', 'value', 'assume', 'certain', 'portion', 'repurchase', 'share', 'throughout', 'period', 'could', 'enhance', 'growth', 'another', 'leading', 'compound', 'annual', 'growth', 'total', 'adjust', 'earnings', 'share', 'years']
1968
1968
['target', 'priority', 'capital', 'deployment', 'years', 'steady', 'state', 'earnings', 'target', 'substantial', 'amount', 'close', 'billion', 'available', 'enhance', 'shareholder', 'return']
1969
1969
['priority', 'first', 'strategic', 'investment', 'drive', 'growth', 'financial', 'return', 'business']
1970
1970
['second', 'target', 'dividend', 'payout', 'ratio', 'versus', 'current', 'level', 'approximately', 'imply', 'compound', 'annual', 'dividend', 'growth', 'nearly']
1971
1971
1972
1972
['additionally', 'board', 'approve', 'billion', 'share', 'repurchase', 'program', 'reflect', 'ongoing', 'commitment', 'return', 'value', 'shareholder', 'give', 'ability', 'continue', 'successful', 'buyback', 'program', 'expect', 'complete', 'least', 'billion', 'share', 'repurchase', 'throughout', 'continue', 'recent']
1973
1973
['summary', 'optimistic', 'opportunity', 'ahead', 'company', 'believe', 'change', 'health', 'environment', 'create', 'significant', 'opportunity', 'growth', 'focus', 'innovative', 'solution', 'better', 'change', 'need', 'client', 'customer']
1974
1974
1975
1975
['commit', 'enhance', 'shareholder', 'value', 'strong', 'earnings', 'growth', 'substantial', 'generation', 'discipline', 'capital', 'allocation', 'practice', 'would', 'thank', 'morning']
1976
1976
['question', 'answer']
1977
1977
1978
1978
['helena', 'foulkes', 'going']
1979
1979
1980
1980
['caremark', 'business', 'plug', 'payer', 'using', 'caremark', 'business', 'support', 'payer', 'manage', 'specialty', 'rolling', 'program', 'specialty', 'connect', 'allow', 'tailor', 'consumer', 'actually', 'consumer', 'specialty', 'business', 'robustly']
1981
1981
['actually', 'little', 'quite', 'frankly', 'critical', 'growing', 'specialty']
1982
1982
1983
1983
1984
1984
['wiltamuth', 'functionally', 'customer', 'present', 'store', 'specialty', 'claim', 'regular', 'prescription']
1985
1985
['helena', 'foulkes', 'world', 'point', 'try', 'solve', 'customer', 'complex', 'medication', 'doctor', 'office', 'often', 'times', 'prescription', 'could', 'fill', 'depend', 'design', 'work', 'complex', 'confuse', 'expensive', 'drug']
1986
1986
['often', 'feeling', 'really', 'confuse', 'decide', 'great', 'opportunity', 'assets', 'create', 'better', 'experience', 'consumer', 'specialty', 'connect', 'today', 'world', 'means', 'patient', 'leaf', 'doctor', 'office', '7,600', 'store', 'pharmacist', 'intake', 'prescription']
1987
1987
['information', 'understand', 'insurance', 'claim', 'using', 'specialty', 'expertise', 'facility', 'handle', 'formulary', 'issue', 'insurance', 'issue', 'actually', 'filling', 'productive']
1988
1988
1989
1989
1990
1990
['helena', 'foulkes', 'start']
1991
1991
['denton', 'maybe', 'start', 'first', 'foremost', 'minuteclinic', 'nature', 'business', 'never', 'scale', 'pharmacy', 'caremark', 'always', 'small', 'business', 'comparison']
1992
1992
1993
1993
1994
1994
['wiltamuth', 'filling', 'season', 'usually', 'challenge']
1995
1995
['denton', 'think', 'try', 'season', 'utilization', 'clinic', 'obviously', 'season', 'working', 'essentially', 'expand', 'scope', 'services', 'chronic', 'disease', 'management', 'space', 'allow', 'ensure', 'volume', 'period']
1996
1996
1997
1997
1998
1998
1999
1999
['conference', 'call', 'event', 'transcript', 'base', 'company', 'projection', 'forward', 'looking', 'statement', 'regard', 'variety', 'item', 'forward', 'looking', 'statement', 'base', 'current', 'expectation', 'involve', 'risk', 'uncertainty', 'actual', 'result', 'differ', 'materially', 'state', 'forward', 'looking', 'statement', 'base', 'number', 'important', 'factor', 'risk', 'specifically', 'identify', 'company', 'recent', 'filing', 'although', 'company', 'indicate', 'believe', 'assumption', 'underlie', 'forward', 'looking', 'statement', 'reasonable', 'assumption', 'could', 'prove', 'inaccurate', 'incorrect', 'therefore', 'assurance', 'result', 'contemplate', 'forward', 'looking', 'statement', 'realize']
2000
2000
2001
2002
2002
2003
2004
2004
2005
2006
2006
['transcript', '061914a5400130.730']
2007
2008
2008
2009
2010
2010
['copyright']
2011
2011
['right', 'reserve']
2012
2013
2013
['copyright']
2014
2015
2015
2016
2017
2017
2018
2019
2020
2020
['disclosure']
2021
2022
2022
2023
2024
2024
2025
2026
2026
['length', 'words']
2027
2028
2028
['corporate', 'participant']
2029
2029
['denton']
2030
2030
2031
2031
2032
2032
['peter', 'costa']
2033
2033
['wells', 'fargo', 'analyst']
2034
2034
2035
2035
['peter', 'costa', 'analyst', 'wells', 'fargo', 'hello', 'everyone', 'peter', 'costa', 'wells', 'fargo', 'manage', 'pharmacy', 'services', 'analyst', 'please', 'today', 'caremark', 'caremark', 'denton', 'nancy', 'christal']
2036
2036
2037
2037
['denton', 'controller', 'caremark', 'corporation', 'great', 'thank', 'everybody', 'thank', 'morning', 'thank', 'spending', 'little', 'learning', 'little', 'caremark', 'begin', 'spend', 'minute', 'forward', 'looking', 'statement', 'attention', 'think', 'familiar']
2038
2038
['cover', 'morning', 'first', 'start', 'discuss', 'unique', 'combination', 'industry', 'leading', 'assets', 'assets', 'position', 'caremark', 'capitalize', 'change', 'health', 'environment', 'finish', 'talking', 'continue', 'focus', 'enhance', 'shareholder', 'value']
2039
2039
2040
2040
2041
2041
['minute', 'review', 'business', 'retail', 'pharmacy', 'strong', 'consistently', 'outperform', 'industry', 'years', 'gain', 'significant', 'share', 'versus', 'chains', 'versus', 'overall', 'retail', 'marketplace', 'today', 'every', 'prescription', 'unite', 'state']
2042
2042
['several', 'factor', 'drive', 'performance', 'first', 'growth', 'store', 'continue', 'improvement', 'customer', 'service', 'continue', 'growth', 'significant', 'share', 'gain', 'walgreens', 'dispute', 'importantly', 'retention', 'percentage', 'customer', 'finally', 'growth', 'life', 'management', 'caremark', 'growing', 'share', 'business']
2043
2043
['chart', 'growth', 'caremark', 'business', 'help', 'retail', 'performance', 'however', 'outperform', 'market', 'adjust', 'synergy']
2044
2044
['another', 'driver', 'growth', 'significant', 'investment', 'retail', 'adherence', 'program', 'program', 'patient', 'right', 'medication', 'thereby', 'generate', 'savings', 'patient', 'payer', 'business']
2045
2045
['leveraging', 'caremark', 'insight', 'clinical', 'expertise', 'build', 'launch', 'first', 'retail', 'adherence', 'program', 'since', 'initial', 'rollout', 'enhance', 'expand', 'offering', 'execute', 'million', 'clinical', 'intervention', 'pharmacy', 'retail', 'outlet']
2046
2046
['result', 'program', 'drive', 'substantial', 'improvement', 'adherence', 'competition', 'medication', 'possession', 'ratio', 'essentially', 'standard', 'measure', 'adherence', 'stand', 'almost', 'percentage', 'point', 'competition']
2047
2047
2048
2048
['another', 'growth', 'success', 'extracare', 'loyalty', 'program', 'million', 'active', 'cardholder', 'today', 'front', 'store', 'sales', 'involve', 'extracare', 'spend', 'years', 'evolve', 'perfect', 'program', 'means', 'depth', 'customer', 'insight', 'unmatched', 'marketplace', 'investing', 'extracare', 'leading']
2049
2049
2050
2050
2051
2051
2052
2052
['addition', 'clinical', 'affiliation', 'major', 'health', 'system', 'around', 'country', 'integrating', 'electronic', 'medical', 'record', 'allow', 'transmission', 'clinical', 'information', 'seamlessly', 'system', 'ultimately', 'leading', 'better', 'lowering', 'looking', 'ahead', 'footprint', 'clinic', 'least', 'state']
2053
2053
2054
2054
2055
2055
['important', 'selling', 'figure', 'exclude', 'billion', 'revenue', 'associate', 'medicare', 'result', 'sanction', 'sanction', 'prevent', 'participate', 'enrollment', 'medicare', 'remains', 'important', 'growth', 'strategy']
2056
2056
2057
2057
['currently', 'cover', 'approximately', 'million', 'life', 'silverscript', 'product', 'health', 'client', 'sponsor', 'program', 'sanction', 'remove', 'enrol', 'medicare', 'beneficiary', 'significant', 'opportunity', 'business']
2058
2058
2059
2059
['growth', 'really', 'source', 'first', 'continue', 'transition', 'service', 'manage', 'medicaid', 'second', 'enrollee', 'result', 'affordable', 'expand', 'eligibility', 'criterion', 'recent', 'suggest', 'million', 'individual', 'gain', 'coverage', 'expansion', 'forecast', 'number', 'continue', 'increase', 'coming', 'month']
2060
2060
2061
2061
2062
2062
2063
2063
2064
2064
['industry', 'leading', 'share', 'specialty', 'market', 'billion', 'specialty', 'revenue', 'fill', 'manage', 'across', 'enterprise', 'take', 'leadership', 'terms', 'expand', 'formulary', 'management', 'specialty', 'arena']
2065
2065
2066
2066
['strong', 'competitive', 'offering', 'leading', 'market', 'position', 'business', 'however', 'industry', 'undergo', 'significant', 'change', 'transformative', 'shift', 'decade', 'probably', 'decade']
2067
2067
['evaluate', 'move', 'parts', 'healthcare', 'marketplace', 'trend', 'important', 'impactful', 'position', 'company', 'future', 'growth']
2068
2068
['first', 'affordable', 'expand', 'coverage', 'million', 'american', 'payer', 'change', 'substantially', 'life', 'shift', 'employer', 'health']
2069
2069
2070
2070
['third', 'greater', 'focus', 'quality', 'affordable', 'fully', 'roll', 'payer', 'provider', 'improve', 'health', 'value', 'equation']
2071
2071
['finally', 'economics', 'pharmacy', 'continue', 'evolve', 'quite', 'frankly', 'greatest', 'growth', 'opportunity', 'coming', 'share', 'volume', 'growth']
2072
2072
['caremark', 'extremely', 'position', 'thrive', 'change', 'healthcare', 'landscape', 'integrate', 'model', 'latest', 'available', 'suggest', 'million', 'individual', 'enrol', 'public', 'exchange']
2073
2073
['still', 'early', 'estimate', 'impact', 'might', 'utilization', 'trend', 'given', 'life', 'somewhat', 'still', 'unclear', 'however', 'continue', 'expect', 'coverage', 'expansion', 'provide', 'secular', 'tailwind', 'million', 'american', 'gain', 'insurance', 'coverage']
2074
2074
['although', 'number', 'move', 'parts', 'relate', 'change', 'payer', 'growth', 'exchange', 'collectively', 'expect', 'change', 'positive', 'business', 'beyond', 'participate', 'coverage', 'expansion', 'public', 'private', 'exchange', 'participate', 'public', 'exchange', 'health', 'client', 'carve', 'basis', 'health', 'offer', 'integrate', 'medical', 'pharmacy', 'benefit', 'provide', 'benefit']
2075
2075
2076
2076
2077
2077
['important', 'remember', 'opportunity', 'participate', 'limited', 'across', 'entire', 'enterprise', 'include', 'retail', 'pharmacy', 'minuteclinic', 'business', 'particular', 'expect', 'retail', 'business', 'benefit', 'expansion', 'coverage', 'ability', 'drive', 'incremental', 'prescription', 'fix', 'structure']
2078
2078
['move', 'parts', 'things', 'consider', 'position', 'trend']
2079
2079
['truly', 'unique', 'aspect', 'model', 'ability', 'support', 'health', 'plan', 'assets', 'across', 'enterprise', 'whether', 'consumer', 'expertise', 'business', 'consumer', 'world', 'health', 'welcome', 'health', 'plan', 'across', 'country']
2080
2080
2081
2081
['strategy', 'reach', 'continue', 'evolve', 'names', 'list', 'slide', 'example', 'large', 'national', 'regional', 'health', 'plan', 'leveraging', 'enterprise', 'capability', 'though', 'client', 'implementation', 'affordable', 'continue', 'growth', 'medicare', 'seeing', 'rapid', 'increase', 'number', 'consumer', 'choose', 'health', 'plan']
2082
2082
2083
2083
2084
2084
2085
2085
['invest', 'significantly', 'digital', 'capability', 'enable', 'strong', 'multichannel', 'reach', 'integrate', 'digital', 'offering', 'transparent', 'pricing', 'model', 'minuteclinic', 'especially', 'attractive', 'conscious', 'consumer', 'seeking', 'greater', 'value', 'effective', 'channel']
2086
2086
2087
2087
2088
2088
2089
2089
2090
2090
['despite', 'progress', 'significant', 'opportunity', 'continue', 'share', 'enterprise', 'perspective', 'client', 'spend']
2091
2091
['touch', 'continue', 'commitment', 'enhance', 'shareholder', 'value', 'three', 'years', 'roadmap', 'driving', 'value', 'remain', 'going', 'forward', 'include', 'three', 'pillar', 'first', 'focus', 'driving', 'productive', 'growth', 'second', 'expectation', 'generate', 'significant']
2092
2092
2093
2093
['analyst', 'december', 'steady', 'state', 'growth', 'target', 'period', 'course', 'years', 'target', 'compound', 'annual', 'growth', 'rates', 'operate', 'profit', 'adjust', 'earnings', 'share']
2094
2094
['course', 'given', 'earnings', 'progress', 'continue', 'improvement', 'capital', 'management', 'average', 'billion', 'billion', 'annually', 'available', 'available', 'enhance', 'shareholder', 'value']
2095
2095
['assume', 'certain', 'portion', 'repurchase', 'share', 'period', 'could', 'enhance', 'growth', 'another', 'leading', 'compound', 'annual', 'growth', 'total', 'adjust', 'earnings', 'share', 'years']
2096
2096
2097
2097
['priority', 'first', 'strategic', 'investment', 'drive', 'growth', 'financial', 'return', 'business', 'second', 'target', 'dividend', 'payout', 'ratio', 'versus', 'current', 'level', 'approximately', 'imply', 'compound', 'annual', 'growth', 'dividend', 'nearly', 'absent', 'return', 'strategic', 'investment', 'perhaps', 'billion', 'billion', 'annual', 'value', 'enhance', 'share', 'repurchase', 'could', 'execute']
2098
2098
2099
2099
2100
2100
2101
2101
['think', 'morning', 'probably', 'couple', 'minutes', 'happy', 'question']
2102
2102
['question', 'answer']
2103
2103
['peter', 'costa', 'question', 'question', 'track', '4222333', 'question', 'right', 'ahead', 'maybe', 'start', 'question', 'utilization']
2104
2104
2105
2105
['peter', 'costa', 'couple', 'competitor', 'pretty', 'monthly', 'numbers', 'second', 'quarter', 'april', 'script', 'look', 'script', 'volume', 'look', 'things', 'generally', 'tracking', 'quite', 'right', 'giving', 'guidance', 'second', 'quarter', 'think', 'driving', 'higher', 'utilization', 'right']
2106
2106
2107
2107
2108
2108
['unidentified', 'audience', 'member', 'question', 'first', 'cigarette', 'anymore', 'guess', 'sideline', 'dilutive', 'earnings', 'hopefully', 'beneficial', 'strategic', 'point']
2109
2109
2110
2110
['unidentified', 'audience', 'member', 'inaudible', 'little', 'think', 'might']
2111
2111
['denton']
2112
2112
2113
2113
2114
2114
['think', 'really', 'inconsistent', 'strategy', 'completely', 'align', 'payer', 'people', 'really', 'writing', 'check', 'prescription', 'medication']
2115
2115
2116
2116
2117
2117
2118
2118
2119
2119
['unidentified', 'audience', 'member', 'side', 'business']
2120
2120
2121
2121
['unidentified', 'audience', 'member', 'amplify', 'driver', 'margin', 'compression', 'especially', 'would', 'class', 'program', 'inaudible']
2122
2122
['denton', 'problem', 'first', 'front', 'house', 'percentage', 'front', 'compare', 'totality', 'business', 'total', 'volume', 'compression', 'across', 'business', 'business', 'think', 'opportunity', 'improve', 'front', 'store', 'business', 'opportunity', 'leveraging', 'extracare', 'program', 'personalization', 'digital', 'private', 'label', 'degree', 'enough', 'offset', 'think', 'number']
2123
2123
2124
2124
['number', 'price', 'compression', 'marketplace', 'payer', 'asking', 'looking', 'effective', 'solution', 'manage', 'prescription', 'costs', 'reimbursement', 'pressure', 'side', 'business', 'whether', 'whether', 'retail']
2125
2125
2126
2126
2127
2127
['denton']
2128
2128
2129
2129
2130
2130
2131
2131
['secondly', 'recently', 'announce', 'acquisition', 'coram', 'infusion', 'business', 'infusion', 'business', 'really', 'provide', 'case', 'provide', 'specialty', 'drug', 'bill', 'medical', 'benefit', 'another', 'try', 'address', 'market', 'degree']
2132
2132
['peter', 'costa', 'think', 'thank', 'coming', 'thank', 'present']
2133
2133
['denton', 'thank']
2134
2134
2135
2135
2136
2136
['conference', 'call', 'event', 'transcript', 'base', 'company', 'projection', 'forward', 'looking', 'statement', 'regard', 'variety', 'item', 'forward', 'looking', 'statement', 'base', 'current', 'expectation', 'involve', 'risk', 'uncertainty', 'actual', 'result', 'differ', 'materially', 'state', 'forward', 'looking', 'statement', 'base', 'number', 'important', 'factor', 'risk', 'specifically', 'identify', 'company', 'recent', 'filing', 'although', 'company', 'indicate', 'believe', 'assumption', 'underlie', 'forward', 'looking', 'statement', 'reasonable', 'assumption', 'could', 'prove', 'inaccurate', 'incorrect', 'therefore', 'assurance', 'result', 'contemplate', 'forward', 'looking', 'statement', 'realize']
2137
2137
['information', 'contain', 'event', 'transcript', 'textual', 'representation', 'applicable', 'company', 'conference', 'effort', 'provide', 'accurate', 'transcription', 'material', 'error', 'omission', 'inaccuracy', 'reporting', 'substance', 'conference', 'call', 'thomson', 'financial', 'applicable', 'company', 'applicable', 'company', 'assume', 'responsibility', 'investment', 'decision', 'base', 'information', 'provide', 'event', 'transcript', 'user', 'advise', 'review', 'applicable', 'company', 'conference', 'applicable', 'company', 'filing', 'making', 'investment', 'decision']
2138
2139
2139
[]
2140
2141
2141
['language', 'english']
2142
2143
2143
['transcript', '061814a5396375.775']
2144
2145
2145
2146
2147
2147
2148
2148
['right', 'reserve']
2149
2150
2150
2151
2152
2152
['return']
2153
2154
2154
['focus', 'document']
2155
2156
2157
2157
['disclosure']
2158
2159
2159
['tuesday']
2160
2161
2161
2162
2163
2163
['length', 'words']
2164
2165
2165
2166
2166
['larry', 'merlo']
2167
2167
['caremark', 'president']
2168
2168
['conference', 'participant']
2169
2169
['steven', 'valiquette']
2170
2170
2171
2171
2172
2172
['steven', 'valiquette', 'analyst', 'right', 'morning', 'welcome', 'global', 'healthcare', 'conference', 'steven', 'valiquette', 'healthcare', 'distribution', 'analyst', 'early', 'today', 'caremark', 'fireside', 'formal', 'presentation', 'company', 'larry', 'merlo', 'company', 'larry']
2173
2173
2174
2174
2175
2175
['looking', 'ahead', 'unique', 'combination', 'refer', 'ability', 'agility', 'position', 'caremark', 'thrive', 'change', 'healthcare', 'landscape', 'ability', 'define', 'bring', 'together', 'unmatched', 'breadth', 'assets', 'expertise', 'drive', 'innovation', 'innovation', 'deliver', 'result', 'client', 'customer', 'shareholder', 'agility', 'root', 'clear', 'direction', 'strategy', 'everyone', 'aware', 'marketplace', 'undergo', 'significant', 'change', 'nimbleness', 'respond', 'change', 'continue', 'deliver', 'strong', 'result']
2176
2176
['minute', 'briefly', 'review', 'business', 'retail', 'pharmacy', 'business', 'strong', 'consistently', 'outperform', 'industry', 'years', 'gain', 'significant', 'share', 'versus', 'chains', 'overall', 'retail', 'market', 'today', 'every', 'prescription']
2177
2177
2178
2178
2179
2179
['leveraging', 'caremark', 'insight', 'clinical', 'expertise', 'build', 'launch', 'first', 'retail', 'adherence', 'program', 'since', 'initial', 'rollout', 'enhance', 'expand', 'offering', 'actually', 'execute', 'million', 'clinical', 'intervention', 'retail', 'pharmacy', 'counter']
2180
2180
['result', 'program', 'drive', 'substantial', 'improvement', 'adherence', 'rates', 'competition', 'medication', 'possession', 'ratio', 'standard', 'measure', 'adherence', 'stand', 'almost', 'percentage', 'point', 'ahead', 'competition', 'certainly', 'looking', 'build', 'platform', 'unlock', 'additional', 'patient', 'breakthrough', 'integrating', 'across', 'channels', 'create', 'seamless', 'tailor', 'effective', 'clinical', 'intervention', 'given', 'reach', 'intervention', 'meaningful', 'impact', 'reducing', 'estimate', 'billion', 'avoidable', 'medical', 'costs', 'incur', 'result', 'medication', 'adherence']
2181
2181
2182
2182
['personalization', 'retail', 'strategy', 'extracare', 'really', 'engine', 'behind', 'personalization', 'effort', 'number', 'initiative', 'underway', 'design', 'connect', 'directly', 'individual', 'consumer', 'deliver', 'personalize', 'experience']
2183
2183
['another', 'piece', 'retail', 'enterprise', 'growth', 'minuteclinic', 'minuteclinic', 'large', 'fast', 'growing', 'retail', 'clinic', 'operator', 'country', 'medical', 'clinic', 'store', 'state', 'district', 'columbia']
2184
2184
2185
2185
['think', 'aware', 'growing', 'shortage', 'primary', 'physician', 'demand', 'expect', 'outweigh', 'supply', '45,000', 'doctor', 'decade', 'million', 'american', 'expect', 'newly', 'insured', 'health', 'reform', 'supply', 'demand', 'widening', 'occur', 'expand', 'minuteclinic', 'footprint', 'broadening', 'services']
2186
2186
['addition', 'clinical', 'affiliation', 'major', 'health', 'system', 'around', 'country', 'actually', 'integrating', 'electronic', 'record', 'allow', 'transmission', 'clinical', 'information', 'system', 'ultimately', 'leading', 'better', 'lower', 'costs', 'looking', 'ahead', 'footprint', '1,500', 'clinic', 'least', 'state']
2187
2187
2188
2188
['important', 'selling', 'season', 'figure', 'reflect', 'billion', 'medicare', 'revenue', 'result', 'sanction', 'calendar', 'sanction', 'prevent', 'participate', 'enrollment', 'remain', 'important', 'growth', 'strategy', 'think', 'million', 'people', 'aging', 'medicare', 'spend', 'medicare', 'space', 'expect', 'compound', 'annual', 'growth', 'individual', 'actually', 'fueling', 'growth']
2189
2189
['today', 'remain', 'number', 'three', 'competitor', 'important', 'market', 'scale', 'compete', 'effectively', 'going', 'forward', 'currently', 'cover', 'million', 'life', 'silverscript', 'product', 'health', 'client', 'sponsor', 'program']
2190
2190
['sanction', 'remove', 'enrol', 'medicare', 'beneficiary', 'program', 'significant', 'opportunity', 'growth', 'business']
2191
2191
2192
2192
['growth', 'source', 'first', 'continue', 'transition', 'service', 'manage', 'medicaid', 'second', 'enrollee', 'result', 'affordable', 'expand', 'eligibility', 'recent', 'available', 'indicate', 'three', 'million', 'individual', 'gain', 'coverage', 'expansion', 'forecast', 'number', 'continue', 'increase', 'coming', 'month']
2193
2193
['expect', 'slight', 'positive', 'impact', 'result', 'growth', 'medicaid', 'segment', 'continue', 'believe', 'caremark', 'position', 'serve', 'customer', 'across', 'enterprise', 'assets', 'today', 'share', 'manage', 'medicaid', 'market', 'poise', 'maintain', 'leadership', 'position', 'growing', 'market', 'given', 'expertise', 'interest', 'manage', 'medicaid', 'provider', 'narrowing', 'retail', 'pharmacy', 'network', 'give', 'opportunity', 'enterprise', 'share', 'pharmacy', 'store']
2194
2194
['another', 'important', 'growth', 'driver', 'focus', 'client', 'specialty', 'pharmacy', 'think', 'everyone', 'aware', 'specialty', 'encompass', 'drug', 'complex', 'conditions', 'whether', 'talking', 'rheumatoid', 'arthritis', 'hepatitis', 'specialty', 'expenditure', 'growing', 'annually', 'payer', 'certainly', 'increasingly', 'focus', 'control', 'specialty', 'costs']
2195
2195
2196
2196
['industry', 'leading', 'share', 'specialty', 'market', 'billion', 'specialty', 'revenue', 'either', 'fill', 'manage', 'across', 'enterprise', 'take', 'leadership', 'terms', 'expand', 'formulary', 'management', 'specialty', 'specialty', 'connect', 'product', 'actually', 'fill', 'unmet', 'consumer', 'convenience', 'access', 'specialty', 'finally', 'recent', 'acquisition', 'coram', 'actually', 'give', 'leading', 'position', 'infusion', 'market', 'expand', 'competitive', 'specialty', 'offering']
2197
2197
2198
2198
['first', 'affordable', 'expand', 'coverage', 'million', 'american', 'payer', 'change', 'substantially', 'life', 'shifting', 'health', 'plan', 'second', 'continue', 'shift', 'towards', 'calling', 'retailization', 'healthcare', 'consumer', 'choice', 'accountability', 'growing', 'third', 'greater', 'focus', 'quality', 'affordable', 'fully', 'roll', 'payer', 'provider', 'begin', 'improve', 'healthcare', 'value', 'equation']
2199
2199
['finally', 'economics', 'pharmacy', 'continue', 'evolve', 'greatest', 'growth', 'opportunity', 'coming', 'share', 'gain', 'volume', 'growth', 'mention', 'minute', 'caremark', 'extremely', 'position', 'thrive', 'change', 'healthcare', 'landscape', 'integrate', 'model']
2200
2200
['latest', 'available', 'suggest', 'eight', 'million', 'individual', 'enrol', 'public', 'exchange', 'still', 'early', 'estimate', 'impact', 'might', 'utilization', 'trend', 'given', 'life', 'still', 'unclear']
2201
2201
2202
2202
['participate', 'coverage', 'expansion', 'public', 'private', 'exchange', 'participate', 'public', 'exchange', 'health', 'client', 'carve', 'basis', 'health', 'offer', 'integrate', 'medical', 'pharmacy', 'benefit', 'provide', 'services', 'health', 'client', 'footprint', 'actually', 'span', 'state', 'cover', 'nearly', 'eligible', 'exchange', 'population']
2203
2203
['private', 'exchange', 'participate', 'carve', 'basis', 'health', 'client', 'carve', 'basis', 'standalone', 'direct', 'prescription', 'benefit', 'offering', 'exchange', 'product', 'playing', 'important', 'provide', 'coverage', 'retiree', 'silverscript', 'prescription', 'health', 'client', 'business']
2204
2204
['important', 'remember', 'opportunity', 'participate', 'exchange', 'limited', 'across', 'entire', 'enterprise', 'include', 'retail', 'pharmacy', 'minuteclinics', 'particular', 'expect', 'retail', 'business', 'benefit', 'expansion', 'coverage', 'along', 'ability', 'drive', 'incremental', 'prescription', 'retail', 'fix', 'structure', 'move', 'parts', 'things', 'consider', 'position']
2205
2205
['truly', 'unique', 'aspect', 'model', 'ability', 'support', 'health', 'plan', 'assets', 'across', 'caremark', 'enterprise', 'whether', 'consumer', 'expertise', 'business', 'consumer', 'world', 'healthcare', 'welcome', 'health', 'plan', 'across', 'country', 'leveraging', 'retail', 'footprint', 'support', 'health', 'marketing', 'initiative', 'range', 'limited', 'pilot', 'marketing', 'program', 'scale', 'educational', 'program']
2206
2206
2207
2207
2208
2208
['advantage', 'caremark', 'consumer', 'friendly', 'channel', 'agnostic', 'solution', 'deliver', 'value', 'client', 'member', 'decade', 'experience', 'business', 'consumer', 'environment', 'result', 'trust', 'brand', 'recognition', 'consumer', 'sponsor', 'really', 'underscore', 'ability', 'capture', 'share', 'business', 'consumer', 'drive', 'healthcare']
2209
2209
2210
2210
2211
2211
['change', 'occur', 'broad', 'healthcare', 'market', 'seeing', 'economics', 'business', 'evolve', 'traditional', 'source', 'growth', 'beginning', 'expect', 'strong', 'growth', 'script', 'demand', 'create', 'opportunity', 'growth', 'share', 'gain']
2212
2212
2213
2213
2214
2214
2215
2215
['touch', 'continue', 'commitment', 'enhance', 'shareholder', 'value', 'years', 'roadmap', 'driving', 'value', 'remain', 'going', 'forward', 'actually', 'include', 'three', 'pillar']
2216
2216
['first', 'focus', 'driving', 'productive', 'growth', 'second', 'expectation', 'generate', 'significant', 'level', 'finally', 'discipline', 'approach', 'capital', 'allocation', 'expect', 'maintain', 'strong', 'track', 'record', 'successfully', 'manage', 'three', 'pillar']
2217
2217
2218
2218
2219
2219
['analyst', 'december', 'priority', 'capital', 'deployment', 'years', 'steady', 'state', 'earnings', 'target', 'substantial', 'amount', 'close', 'billion', 'available', 'enhance', 'shareholder', 'return', 'larry', 'exactly', 'priority', 'first', 'strategic', 'investment', 'drive', 'growth', 'financial', 'return', 'business']
2220
2220
['second', 'target', 'dividend', 'payout', 'ratio', 'versus', 'current', 'level', 'approximately', 'would', 'imply', 'compound', 'annual', 'dividend', 'growth', 'nearly', 'finally', 'absent', 'return', 'strategic', 'investment', 'perhaps', 'billion', 'billion', 'annual', 'value', 'enhance', 'share', 'repurchase', 'could', 'execute', 'normal', 'conditions']
2221
2221
2222
2222
2223
2223
['unique', 'model', 'create', 'sustainable', 'competitive', 'advantage', 'value', 'patient', 'customer', 'client', 'continue', 'share', 'marketplace', 'continue', 'migrate', 'towards', 'greater', 'focus', 'enterprise', 'growth', 'define', 'winning', 'life', 'capture', 'greater', 'share', 'pharmacy', 'spend', 'commit', 'enhance', 'shareholder', 'value', 'strong', 'earnings', 'growth', 'substantial', 'generation', 'discipline', 'capital', 'allocation', 'practice']
2224
2224
['thank', 'morning', 'heading', 'carnegie', 'think', 'across', 'breakout', 'session', 'thank']
2225
2225
['thomson', 'financial', 'reserves', 'right', 'change', 'document', 'content', 'information', 'without', 'obligation', 'notify', 'person', 'change']
2226
2226
['conference', 'call', 'event', 'transcript', 'base', 'company', 'projection', 'forward', 'looking', 'statement', 'regard', 'variety', 'item', 'forward', 'looking', 'statement', 'base', 'current', 'expectation', 'involve', 'risk', 'uncertainty', 'actual', 'result', 'differ', 'materially', 'state', 'forward', 'looking', 'statement', 'base', 'number', 'important', 'factor', 'risk', 'specifically', 'identify', 'company', 'recent', 'filing', 'although', 'company', 'indicate', 'believe', 'assumption', 'underlie', 'forward', 'looking', 'statement', 'reasonable', 'assumption', 'could', 'prove', 'inaccurate', 'incorrect', 'therefore', 'assurance', 'result', 'contemplate', 'forward', 'looking', 'statement', 'realize']
2227
2227
['information', 'contain', 'event', 'transcript', 'textual', 'representation', 'applicable', 'company', 'conference', 'effort', 'provide', 'accurate', 'transcription', 'material', 'error', 'omission', 'inaccuracy', 'reporting', 'substance', 'conference', 'call', 'thomson', 'financial', 'applicable', 'company', 'applicable', 'company', 'assume', 'responsibility', 'investment', 'decision', 'base', 'information', 'provide', 'event', 'transcript', 'user', 'advise', 'review', 'applicable', 'company', 'conference', 'applicable', 'company', 'filing', 'making', 'investment', 'decision']
2228
2229
2229
2230
2231
2231
2232
2233
2233
['transcript', '052014a5366232.732']
2234
2235
2235
['publication', 'transcript']
2236
2237
2237
['copyright']
2238
2238
2239
2240
2240
['copyright']
2241
2242
2242
['return']
2243
2244
2244
2245
2246
2247
2247
['disclosure']
2248
2249
2249
2250
2251
2251
2252
2253
2253
['length', '12985', 'words']
2254
2255
2255
2256
2256
2257
2257
['caremark', 'corporation']
2258
2258
['larry', 'merlo']
2259
2259
['caremark', 'corporation', 'president']
2260
2260
['denton']
2261
2261
['caremark', 'corporation']
2262
2262
['roberts']
2263
2263
['caremark', 'corporation', 'president']
2264
2264
2265
2265
['caremark', 'corporation', 'president', 'retail', 'business']
2266
2266
['conference', 'participant']
2267
2267
2268
2268
2269
2269
2270
2270
['goldman', 'sachs', 'analyst']
2271
2271
['muken']
2272
2272
2273
2273
2274
2274
2275
2275
['scott', 'mushkin']
2276
2276
2277
2277
[]
2278
2278
2279
2279
2280
2280
['macquarie', 'security', 'analyst']
2281
2281
['peter', 'costa']
2282
2282
['wells', 'fargo', 'security', 'analyst']
2283
2283
2284
2284
2285
2285
['steven', 'valiquette']
2286
2286
2287
2287
2288
2288
['jefferies', 'company', 'analyst']
2289
2289
['ricky', 'goldwasser']
2290
2290
['morgan', 'stanley', 'analyst']
2291
2291
2292
2292
['leerink', 'partner', 'analyst']
2293
2293
['ransom']
2294
2294
['raymond', 'james', 'associate', 'analyst']
2295
2295
2296
2296
2297
2297
['george']
2298
2298
2299
2299
['robert', 'willoughby']
2300
2300
['merrill', 'lynch', 'analyst']
2301
2301
2302
2302
2303
2303
2304
2304
2305
2305
['nancy', 'christal', 'caremark', 'corporation', 'thanks', 'morning', 'everyone', 'thanks', 'joining', 'today', 'morning', 'larry', 'merlo', 'president', 'provide', 'business', 'update', 'denton', 'executive', 'president', 'review', 'first', 'quarter', 'result', 'guidance', 'second', 'quarter', 'roberts', 'president', 'helena', 'foulkes', 'president', 'retail', 'business', 'today', 'participate', 'question', 'answer', 'session', 'following', 'prepare', 'remark']
2306
2306
['please', 'limit', 'question', 'quick', 'follow', 'provide', 'caller', 'chance', 'question', 'please', 'post', 'slide', 'presentation', 'website', 'summarize', 'information', 'today', 'additional', 'fact', 'figure', 'regard', 'operate', 'performance', 'guidance', 'additionally', 'please', 'quarterly', 'report', 'file', 'close', 'business', 'today', 'available', 'website']
2307
2307
['today', 'presentation', 'forward', 'looking', 'statement', 'within', 'meaning', 'federal', 'security', 'nature', 'forward', 'looking', 'statement', 'involve', 'risk', 'uncertainty', 'actual', 'result', 'differ', 'materially', 'contemplate', 'forward', 'looking', 'statement', 'number', 'reason', 'describe', 'filing', 'include', 'factor', 'section', 'cautionary', 'statement', 'disclosure', 'recently', 'file', 'annual', 'report', '10-k.']
2308
2308
['financial', 'measure', 'talking', 'company', 'performance', 'include', 'adjust', 'accordance', 'regulation', 'definition', 'item', 'reconciliation', 'comparable', 'measure', 'investor', 'relations', 'portion', 'website', 'always', 'today', 'simulcast', 'website', 'archive', 'following', 'larry', 'merlo']
2309
2309
2310
2310
2311
2311
['operate', 'profit', 'growth', 'slightly', 'expectation', 'increase', 'strong', 'billion', 'generate', 'quarter', 'achieve', 'disappoint', 'severe', 'weather', 'damper', 'otherwise', 'excellent', 'quarter', 'remain', 'confident', 'outlook', 'discus', 'financial', 'result', 'guidance', 'greater', 'detail', 'financial', 'review']
2312
2312
2313
2313
['touch', 'briefly', '10-year', 'agreement', 'cardinal', 'health', 'agreement', 'form', 'large', 'generic', 'source', 'entity', 'caremark', 'cardinal', 'continue', 'closely', 'together', 'aspect', 'launch', 'deepening', 'longstanding', 'working', 'relationship', 'building', 'combine', 'source', 'expertise', 'initial', 'reaction', 'supplier', 'positive', 'remain', 'track', 'company', 'staff', 'individual', 'cardinal', 'caremark', 'entity', 'locate', 'foxborough', 'massachusetts', 'operate', 'source', 'progress', 'continue', 'looking', 'forward', 'excite', 'venture']
2314
2314
2315
2315
['remind', 'everyone', 'business', 'exclude', 'impact', 'attrition', 'business', 'discuss', 'analyst', 'approximately', 'billion', 'revenue', 'relate', 'sanction', 'sanction', 'list', 'enroll', 'newly', 'eligible', 'medicare', 'life', 'program', 'throughout', 'however', 'miss', 'opportunity', 'life', 'enrollment', 'silverscript', 'mention', 'begin', 'enroll', 'chooser', 'february', 'medicare', 'expect', 'begin', 'receive', 'income', 'subsidy', 'assignee', 'month', 'currently', 'roughly', 'million', 'life', 'individual', 'continue', 'significant', 'opportunity', 'business']
2316
2316
['please', 'report', 'successful', 'welcome', 'season', 'effectively', 'handle', 'hundred', 'implementation', 'level', 'service', 'success', 'drive', 'investment', 'people', 'process', 'technology', 'selling', 'season', 'still', 'early', 'provide', 'substantive', 'update', 'marketplace', 'active', 'seeing', 'significantly', 'higher', 'level', 'relative', 'selling', 'season', 'would', 'activity', 'generally', 'consistent', 'level', 'experience', 'years']
2317
2317
['april', 'release', 'annual', 'pharmacy', 'benefit', 'manager', 'customer', 'satisfaction', 'report', 'broad', 'survey', 'include', 'opinion', 'nearly', 'sponsor', 'represent', 'almost', 'million', 'member', 'please', 'caremark', 'rank', 'first', 'among', 'large', 'publicly', 'trade', 'overall', 'satisfaction', 'think', 'result', 'underscore', 'commitment', 'excellent', 'service', 'believe', 'position', 'marketplace', 'retain', 'business', 'share', 'strong', 'service', 'record', 'along', 'unique', 'suite', 'capability']
2318
2318
2319
2319
['move', 'specialty', 'business', 'remain', 'strong', 'first', 'quarter', 'revenue', 'approximately', 'today', 'specialty', 'revenue', 'business', 'dispense', 'caremark', 'specialty', 'pharmacy', 'service', 'model', 'resonate', 'customer', 'specialty', 'standalone', 'market', 'impact', 'specialty', 'client', 'currently']
2320
2320
2321
2321
['highlight', 'offering', 'utilize', 'unique', 'assets', 'customer', 'manage', 'specialty', 'costs', 'medical', 'pharmacy', 'management', 'management', 'first', 'believe', 'suite', 'offering', 'medical', 'pharmacy', 'management', 'significant', 'differentiator', 'strategy', 'manage', 'aspect', 'specialty', 'patient', 'accord', 'recent', 'millman', 'report', 'transition', 'portion', 'specialty', 'flowing', 'medical', 'benefit', 'move', 'pharmacy', 'benefit', 'payer', 'average', 'across', 'class', 'specialty', 'injectables']
2322
2322
2323
2323
['secondly', 'offer', 'patient', 'convenient', 'lower', 'alternative', 'hospital', 'outpatient', 'infusion', 'could', 'physician', 'office', 'could', 'retail', 'infusion', 'patient', 'create', 'opportunity', 'reduce', 'costs', 'recent', 'acquisition', 'coram', 'enable', 'execute', 'coram', 'market', 'leader', 'specialty', 'infusion', 'services', 'enteral', 'nutrition', 'integration', 'going', 'sales', 'force', 'align', 'beginning', 'develop', 'integrate', 'product', 'hospital', 'health', 'plan']
2324
2324
['addition', 'opportunity', 'rollout', 'specialty', 'connect', 'offering', 'expect', 'complete', 'quarter', 'specialty', 'connect', 'integrate', 'retail', 'capability', 'provide', 'choice', 'convenience', 'member', 'preserve', 'central', 'clinical', 'expertise', 'lead', 'better', 'health', 'outcome', 'april', '15,000', 'specialty', 'patient', 'serve', 'model', 'adherence', 'satisfaction', 'rates', 'already', 'meeting', 'exceed', 'traditional', 'specialty', 'continue', 'excite', 'prospect', 'specialty', 'connect', 'offering', 'client', 'another', 'achieve', 'objective', 'think', 'given', 'example', 'think', 'position', 'continue', 'share', 'growing', 'specialty', 'marketplace', 'develop', 'innovative', 'offering', 'capitalize', 'unique', 'ability', 'optimize', 'quality', 'access']
2325
2325
['move', 'retail', 'business', 'solid', 'operate', 'profit', 'growth', 'quarter', 'despite', 'tough', 'comparison', 'strong', 'season', 'along', 'extreme', 'weather', 'experience', 'throughout', 'quarter', 'total', 'store', 'sales', 'increase', 'pharmacy', 'store', 'sales', 'increase', 'pharmacy', 'sales', 'comp', 'negatively', 'impact', 'basis', 'point', 'recent', 'generic', 'introduction', 'approximately', 'basis', 'point', 'impact', 'weather', 'along', 'comparison', 'season']
2326
2326
2327
2327
['exclude', 'impact', 'tobacco', 'category', 'expect', 'front', 'store', 'comp', 'improve', 'remain', 'quarters', 'break', 'impact', 'comp', 'exit', 'tobacco', 'category', 'easily', 'underlie', 'performance', 'worth', 'note', 'response', 'tobacco', 'category', 'continue', 'extremely', 'positive', 'remain', 'confident', 'strategic', 'decision', 'enhance', 'enterprise', 'opportunity', 'growth', 'caremark', 'play', 'expand', 'evolve', 'health', 'delivery', 'system']
2328
2328
['first', 'quarter', 'continue', 'increase', 'breadth', 'depth', 'promotional', 'activity', 'marketplace', 'state', 'times', 'continue', 'reduce', 'dependency', 'weekly', 'circular', 'begin', 'shift', 'promotional', 'investment', 'personalize', 'offer', 'extracare', 'program', 'driving', 'profitable', 'sales', 'rather', 'chase', 'empty', 'sales', 'competitor', 'promotional', 'activity', 'higher', 'actually', 'reduce', 'circular', 'block', 'reduce']
2329
2329
2330
2330
2331
2331
2332
2332
2333
2333
2334
2334
['denton', 'caremark', 'corporation', 'thank', 'larry', 'morning', 'everyone', 'always', 'provide', 'detail', 'review', 'first', 'quarter', 'result', 'follow', 'review', 'guidance', 'highlight', 'continue', 'enhance', 'shareholder', 'value', 'discipline', 'capital', 'allocation', 'program', 'first', 'quarter', 'approximately', 'million', 'dividend', 'given', 'continue', 'strong', 'earnings', 'outlook', 'remain', 'track', 'surpass', 'target', 'payout', 'ratio', 'point', 'ahead', 'original', 'schedule']
2335
2335
2336
2336
2337
2337
['contrast', 'expectation', 'quickly', 'result', 'consolidate', 'basis', 'revenue', 'first', 'quarter', 'increase', 'approximately', 'billion', 'billion', 'revenue', 'increase', 'healthy', 'approximately', 'billion', 'billion', 'strong', 'performance', 'drive', 'specialty', 'inflation', 'business', 'offset', 'degree', 'lower', 'choice', 'claim', 'negative', 'impact', 'claim', 'weather']
2338
2338
2339
2339
['turning', 'gross', 'margin', 'report', 'consolidate', 'company', 'quarter', 'increase', 'approximately', 'basis', 'point', 'compare', 'within', 'segment', 'gross', 'margin', 'increase', 'approximately', 'basis', 'point', 'quarter', 'gross', 'profit', 'dollar', 'increase', 'approximately', 'increase', 'drive', 'growth', 'specialty', 'business', 'better', 'acquisition', 'costs', 'rebate', 'economics', 'increase', 'positive', 'margin', 'driver', 'partially', 'offset', 'typical', 'client', 'price', 'compression', 'gross', 'margin', 'retail', 'segment', 'basis', 'point', 'improvement', 'drive', 'increase', 'notable', 'increase', 'front', 'store', 'margin', 'additionally', 'gross', 'profit', 'dollar', 'increase', 'within', 'retail', 'business']
2340
2340
2341
2341
2342
2342
['retail', 'operate', 'profit', 'increase', 'healthy', 'retail', 'sales', 'negatively', 'affect', 'weather', 'retail', 'operate', 'margin', 'estimate', 'going', 'consolidate', 'income', 'statement', 'interest', 'expense', 'quarter', 'increase', 'approximately', 'million', 'million', 'issue', 'forth', 'quarter', 'primary', 'driver', 'increase', 'weight', 'average', 'share', 'count', 'billion', 'share', 'finally', 'effective', 'slightly', 'higher', 'anticipate']
2343
2343
2344
2344
2345
2345
2346
2346
2347
2347
2348
2348
['couple', 'note', 'second', 'quarter', 'margin', 'second', 'quarter', 'expect', 'large', 'state', 'finalize', 'reduction', 'medicaid', 'reimbursement', 'rates', 'given', 'historical', 'estimate', 'finalization', 'likely', 'positive', 'impact', 'pharmacy', 'margin', 'second', 'quarter', 'reconcile', 'confirm', 'structure', 'expect', 'total', 'front', 'store', 'margin', 'decline', 'second', 'quarter', 'anticipate', 'discount', 'inventory', 'relate', 'tobacco', 'category', 'tough', 'comparison', 'second', 'quarter', 'high', 'quarter', 'expect', 'front', 'store', 'margin', 'positive', 'things', 'consider', 'expect', 'another', 'solid', 'quarter']
2349
2349
2350
2350
['larry', 'merlo', 'thank', 'reminder', 'ongoing', 'change', 'seeing', 'healthcare', 'environment', 'certainly', 'create', 'unique', 'opportunity', 'caremark', 'unmatched', 'model', 'innovative', 'solution', 'position', 'capitalize', 'opportunity', 'believe', 'create', 'sustainable', 'competitive', 'advantage', 'management', 'remains', 'laser', 'focus', 'driving', 'enterprise', 'growth', 'enhance', 'shareholder', 'value', 'ahead', 'question']
2351
2351
['question', 'answer']
2352
2352
['operator', 'operator', 'instructions']
2353
2353
2354
2354
2355
2355
['larry', 'merlo', 'charles', 'larry', 'start', 'think', 'allude', 'prepare', 'remark', 'specialty', 'patient', 'dealing', 'complex', 'issue', 'hear', 'month', 'client', 'forum', 'client', 'focus', 'manage', 'trend', 'without', 'compromise', 'private', 'market', 'solution', 'prove', 'successful', 'acceptance', 'growing', 'interest', 'terms', 'bringing', 'tool', 'successful', 'traditional', 'pharmacy', 'specialty']
2356
2356
['addition', 'talk', 'example', 'morning', 'believe', 'unique', 'integrate', 'product', 'bring', 'tool', 'entire', 'specialty', 'market', 'become', 'category']
2357
2357
2358
2358
2359
2359
2360
2360
2361
2361
['larry', 'merlo', 'charles', 'thing', 'would', 'among', 'client', 'growing', 'interest', 'formulary', 'management', 'think', 'aware', 'competitor', 'introduce', 'similar', 'strategy', 'introduce', 'formulary', 'program', 'three', 'years', 'think', 'opportunity', 'drive', 'costs']
2362
2362
['operator', 'question', 'come', 'robert', 'jones', 'goldman', 'sachs']
2363
2363
2364
2364
['larry', 'merlo', 'start', 'maybe', 'anything', 'ordinary', 'anticipate', 'comprehend', 'outlook', 'brand', 'think', 'trend', 'similar', 'prior', 'years', 'generic', 'market', 'price', 'increase', 'relatively', 'small', 'number', 'entire', 'business', 'really', 'material', 'result']
2365
2365
['denton', 'around', 'generic', 'generic', 'marketplace', 'generic', 'capacity', 'marketplace', 'today', 'generic', 'competition', 'think', 'think', 'opportunity', 'remain', 'business', 'continue', 'drive', 'good', 'importantly', 'several', 'period', 'beginning', 'joint', 'venture', 'cardinal', 'health']
2366
2366
['robert', 'jones', 'guess', 'follow', 'around', 'pharmacy', 'move', 'script', 'obviously', 'appreciate', 'detail', 'impact', 'weather', 'script', 'look', 'still', 'store', 'basis', 'think', 'basis', 'point', 'negative', 'impact', 'weather', 'really', 'would', 'pretty', 'impressive', 'growth', 'script', 'front', 'think', 'slide', 'might', 'mention', 'outlook', 'think', 'clearly', 'forward', 'seeing', 'prescription', 'growth', 'really', 'years', 'break', 'driver', 'underlie', 'growth', 'quarter', 'behind', 'expectation', 'script', 'growth', 'going', 'forward']
2367
2367
['denton', 'maybe', 'start', 'maybe', 'larry', 'helena', 'continue', 'share', 'marketplace', 'think', 'importantly', 'business', 'couple', 'years', 'continue', 'share', 'caremark', 'client', 'dispense', 'volume', 'channel', 'and/or', 'caremark', 'channel', 'enable', 'outpace', 'marketplace', 'general', 'script', 'trend', 'perform', 'expectation', 'several', 'period', 'continue', 'process', 'really', 'fundamentally', 'change', 'strong', 'underlie', 'trajectory']
2368
2368
2369
2369
2370
2370
['larry', 'merlo', 'morning']
2371
2371
2372
2372
2373
2373
['think', 'tobacco', 'another', 'item', 'check', 'recognize', 'growing', 'evidence', 'terms', 'tobacco', 'overall', 'healthcare', 'costs', 'desire', 'health', 'plan', 'employer', 'sponsor', 'coverage', 'begin', 'costs', 'associate', 'think', 'case', 'leading', 'bring', 'solution']
2374
2374
['roberts', 'positioning', 'marketplace', 'service', 'level', 'strong', 'larry', 'talk', 'opening', 'remark', 'differentiate', 'capability', 'resonate', 'marketplace', 'maintenance', 'choice', 'minuteclinic', 'specialty', 'specialty', 'clearly', 'client', 'priority', 'capability', 'specialty', 'connect', 'novologix', 'accordant', 'example', 'front', 'client', 'tobacco', 'always', 'come', 'applaud']
2375
2375
2376
2376
['muken', 'great', 'maybe', 'question', 'capital', 'deployment', 'fantastic', 'talk', 'payout', 'ratio', 'obviously', 'buying', 'stock', 'still', 'front', 'chatter', 'public', 'market', 'latin', 'america', 'brazil', 'venture', 'update', 'thinking', 'market', 'still', 'preference', 'terms', 'higher', 'growth', 'market', 'expansion', 'versus', 'maybe', 'develop', 'market', 'lower', 'growth']
2377
2377
2378
2378
2379
2379
['larry', 'merlo', 'guess', 'since', 'operate', 'onofre', 'result', 'expectation', 'remain', 'focus', 'learning', 'international', 'operations', 'several', 'pilot', 'underway', 'allow', 'bring', 'expertise', 'market', 'understand', 'capability', 'brazil', 'result', 'test', 'today', 'think', 'store', 'accelerate', 'growth', 'future', 'years', 'organically', 'inorganic', 'state', 'allude', 'discipline', 'approach', 'international', 'expansion', 'plan']
2380
2380
2381
2381
2382
2382
2383
2383
2384
2384
['larry', 'merlo', 'would']
2385
2385
2386
2386
['larry', 'merlo', 'think', 'think', 'significance', 'around', 'coram', 'acquisition', 'ability', 'manage', 'specialty', 'manage', 'specialty', 'patient', 'holistically', 'infusion', 'component', 'miss', 'piece', 'puzzle', 'would', 'allow', 'excite', 'capability', 'touch', 'unique', 'offering', 'bring', 'market', 'combine', 'anticipate', 'growth', 'specialty', 'market', 'think', 'place']
2387
2387
['roberts', 'coram', 'acquisition', 'novologix', 'acquisition', 'think', 'specialty', 'pharmacy', 'spend', 'pharmacy', 'traditionally', 'manage', 'essentially', 'double', 'assets', 'participate', 'specialty', 'pharmacy', 'across', 'pharmacy', 'medical', 'build', 'specialty', 'strategy', 'really', 'across', 'three', 'pillar', 'quality', 'access', 'solution', 'marketplace', 'looking', 'solution', 'priority', 'believe', 'assets', 'allow', 'disproportionately']
2388
2388
2389
2389
['larry', 'merlo', 'obviously', 'excite', 'laughter']
2390
2390
2391
2391
['larry', 'merlo', 'first', 'helena', 'personalization', 'strategy', 'think', 'opportunity', 'level', 'retail', 'ability', 'operate', 'margin', 'point', 'ability', 'volume', 'driver', 'especially', 'think', 'pharmacy', 'opportunity', 'acknowledge', 'fix', 'costs', 'exist', 'brick', 'mortar', 'pharmacist', 'think', 'strategy', 'thought', 'process', 'helena', 'little', 'personalization', 'strategy', 'relate', 'front', 'business']
2392
2392
2393
2393
2394
2394
['larry', 'merlo', 'allude', 'comment', 'obviously', 'would', 'front', 'store', 'comp', 'better', 'think', 'talk', 'call', 'balance', 'little', 'science', 'continue', 'innovate', 'sweet', 'think', 'hear', 'earlier', 'remark', 'create', 'sustainable', 'front', 'strategy', 'quite', 'frankly', 'think', 'elements', 'current', 'promotional', 'marketplace', 'sustainable']
2395
2395
2396
2396
2397
2397
2398
2398
['roberts', 'scott', 'bring', 'larry', 'talk', 'client', 'health', 'focus', 'primary', 'medical', 'home', 'connect', 'technology', 'platform', 'services', 'store', 'minuteclinics', 'coram']
2399
2399
2400
2400
['helena', 'foulkes', 'building', 'point', 'think', 'larry', 'allude', 'spend', 'great', 'working', 'together', 'rollout', 'specialty', 'connect', 'really', 'excite', 'going', 'great', 'example', 'working', 'together', 'bring', 'solution', 'marketplace', 'truly', 'unique', 'holistic', 'thinking', 'enterprise', 'perspective', 'individual', 'business', 'unit']
2401
2401
2402
2402
['larry', 'merlo', 'scott', 'think', 'question', 'ask', 'think', 'ultimately', 'generate', 'volume', 'big']
2403
2403
['operator', 'question', 'come', 'jpmorgan']
2404
2404
['analyst', 'jpmorgan', 'chase', 'company', 'thanks', 'morning', 'everyone']
2405
2405
['larry', 'merlo', 'morning']
2406
2406
2407
2407
['larry', 'merlo', 'think', 'guess', 'season', 'opportunity', 'base', 'terms', 'market', 'equal', 'volume', 'think', 'question', 'always', 'business', 'renewal', 'normal', 'renewal', 'season', 'think', 'call', 'billion', 'billion', 'renewal', 'exclude', 'think', 'people', 'compare', 'recognize', 'activity', 'marketplace', 'active', 'point']
2408
2408
['roberts', 'obviously', 'still', 'early']
2409
2409
2410
2410
['roberts', 'think', 'clearly', 'manage', 'business', 'early', 'season', 'beginning', 'employer', 'business', 'market', 'activity', 'tracking', 'essentially', 'couple', 'years', 'probably', 'think', 'terms']
2411
2411
['operator', 'question', 'come', 'leone', 'macquarie']
2412
2412
['leone', 'analyst', 'macquarie', 'security', 'thank', 'taking', 'question', 'choice', 'penetration', 'dip', 'years', 'point', 'curious', 'insight', 'cause', 'whether', 'volume', 'sanction', 'something', 'fundamental', 'market', 'anything', 'would', 'really']
2413
2413
['larry', 'merlo', 'start', 'others', 'traditional', 'growth', 'driver', 'slowing', 'driver', 'behind', 'payer', 'shift', 'business', 'migrate', 'medicare', 'medicaid', 'segment', 'traditional', 'driver', 'exist', 'within', 'government', 'program', 'think', 'beginning']
2414
2414
['roberts', 'seeing', 'maintenance', 'choice', 'volume', 'retail', 'enough', 'offset', 'seeing', 'think', 'million', 'life', 'maintenance', 'choice', 'program', 'talk', 'opportunity', 'million', 'life', 'still', 'think', 'opportunity', 'larry', 'talk', 'shift', 'difference', 'specifically', 'plan', 'penetration', 'really', 'factor']
2415
2415
2416
2416
['denton', 'little', 'different', 'think', 'economics', '90-day', 'maintenance', 'prescription', 'retail', 'carry', 'economics', 'truly', 'financially', 'agnostic', 'model', 'payer', 'patient', 'opportunity', 'economics', 'mandatory', 'program', 'pushing', 'channel', 'choose', 'utilize']
2417
2417
['operator', 'question', 'come', 'peter', 'costa', 'wells', 'fargo', 'security']
2418
2418
2419
2419
2420
2420
['roberts', 'peter', 'talking', 'basket', 'front', 'basket', 'encompass', 'anything', 'pharmacy']
2421
2421
['peter', 'costa', 'understand', 'question', 'though', 'parse', 'weather', 'impact', 'things', 'going', 'weather', 'theoretically', 'impact', 'front']
2422
2422
2423
2423
['operator', 'question', 'come', 'edward', 'kelly', 'credit', 'suisse']
2424
2424
['edward', 'kelly', 'analyst', 'credit', 'suisse', 'morning']
2425
2425
2426
2426
['edward', 'kelly', 'couple', 'quick', 'question', 'first', 'usually', 'since', 'impact', 'weather', 'could', 'terms', 'things', 'shape', 'april', 'couple', 'things', 'within', 'right', 'seem', 'underlie', 'script', 'growth', 'industry', 'accelerate', 'wonder', 'thought', 'might', 'driver', 'second', 'front', 'business', 'easter', 'better', 'weather', 'anything', 'better']
2427
2427
2428
2428
2429
2429
2430
2430
['helena', 'foulkes', 'absolutely', 'right', 'still', 'working', 'plan', 'testing', 'number', 'things', 'certainly', 'expect', 'behind', 'space', 'tobacco', 'sales', 'really', 'looking', 'question', 'allude', 'increasingly', 'positioning', 'healthcare', 'company', 'making', 'store', 'represent', 'healthcare', 'company']
2431
2431
2432
2432
['steven', 'valiquette', 'analyst', 'thanks', 'morning', 'guess', 'quick', 'question', 'cardinal', 'aside', 'million', 'annual', 'payment', 'guess', 'question', 'expect', 'fairly', 'quick', 'turnaround', 'improve', 'overall', 'pool', 'purchasing', 'cardinal', 'happen', 'slowly']
2433
2433
['reason', 'hear', 'letters', 'various', 'party', 'procurement', 'collaboration', 'supply', 'channel', 'generic', 'supplier', 'try', 'capitalize', 'quickly', 'curious', 'thought', 'going', 'happen', 'whether', 'quick', 'improvement', 'gradual', 'color', 'would', 'thanks']
2434
2434
['denton', 'maybe', 'start', 'clearly', 'working', 'pretty', 'aggressively', 'right', 'folks', 'cardinal', 'joint', 'venture', 'running', 'still', 'little', 'happen', 'think', 'team', 'working', 'collaboratively', 'happen', 'productively', 'think', 'probably', 'little', 'early', 'provide', 'color']
2435
2435
2436
2436
2437
2437
['operator', 'question', 'come', 'wiltamuth', 'jefferies']
2438
2438
['wiltamuth', 'analyst', 'jefferies', 'company', 'specialty', 'primary', 'lever', 'getting', 'specialty', 'spend', 'medical', 'benefit', 'pharmacy', 'benefit', 'change', 'benefit', 'design']
2439
2439
2440
2440
2441
2441
2442
2442
['wiltamuth', 'coram', 'people', 'towards', 'coram', 'business', 'infusion', 'rather', 'going', 'medical', 'facility']
2443
2443
2444
2444
['costs', 'patient', 'hospital', 'fast', 'capability', 'procedure', 'versus', 'hospital', 'reduce', 'readmission', 'rates', 'marketplace', 'payer', 'interest', 'capability', 'think', 'skin', 'infusion', 'network', 'means', 'volume', 'coram']
2445
2445
['larry', 'merlo', 'point', 'emphasize', 'first', 'question', 'think', 'powerful', 'showing', 'client', 'whether', 'health', 'employer', 'savings', 'opportunity', 'important', 'story']
2446
2446
2447
2447
2448
2448
2449
2449
['roberts', 'ricky', 'hear', 'activity', 'sovaldi', 'payer', 'around', 'narrowing', 'network', 'activity', 'around', 'making', 'patient', 'place', 'medication', 'really', 'big', 'opportunity', 'lower', 'sovaldi', 'going', 'around', 'formulary', 'management', 'happen', 'fourth', 'quarter', 'drug', 'market', 'competition', 'class']
2450
2450
2451
2451
['denton', 'ricky', 'nexium', 'product', 'always', 'level', 'uncertainty', 'guidance', 'range', 'comprehend', 'guess', 'series', 'different', 'scenario', 'around', 'product', 'product']
2452
2452
['operator', 'question', 'come', 'david', 'larsen', 'leerink', 'partner']
2453
2453
['david', 'larsen', 'analyst', 'leerink', 'partner', 'comment', 'would', 'enhance', 'level', 'number', 'services', 'retail', 'store', 'could', 'provide', 'become', 'primary', 'physician', 'particular', 'around', 'something', 'contemplate', 'bringing', 'store', 'thanks']
2454
2454
2455
2455
2456
2456
['larry', 'merlo', 'think', 'thinking', 'testing', 'store', 'really', 'satisfy', 'increase', 'services', 'provide', 'around', 'management', 'chronic', 'disease']
2457
2457
['operator', 'question', 'come', 'ransom', 'raymond', 'james']
2458
2458
2459
2459
['larry', 'merlo', 'larry', 'think', 'mention', 'specialty', 'trend', 'approach', 'think', 'variety', 'model', 'share', 'client', 'unmanaged', 'trend', 'going', 'teens', 'presentation', 'client', 'adopt', 'various', 'program', 'trend', 'could', 'ultimately']
2460
2460
2461
2461
2462
2462
2463
2463
2464
2464
['larry', 'merlo', 'think', 'presentation', 'client', 'forum', 'think', 'moment', 'client', 'recognize', 'several', 'years', 'influx', 'generic', 'driver', 'bringing', 'trend', 'pretty', 'reality', 'migrate', 'generic', 'entering', 'marketplace', 'still', 'slow', 'historical', 'average', 'going', 'things', 'differently', 'think', 'things', 'differently', 'appreciate', 'thinking', 'thin', 'bringing', 'solution']
2465
2465
2466
2466
['meredith', 'adler', 'analyst', 'barclays', 'capital', 'thanks', 'question', 'ask', 'maybe', 'something', 'ask', 'mention', 'strong', 'first', 'quarter', 'working', 'capital', 'could', 'little', 'accomplish', 'manage', 'working', 'capital', 'think', 'opportunity']
2467
2467
['larry', 'merlo', 'meredith', 'really', 'things', 'post', 'aggressive', 'growth', 'rates', 'earnings', 'perspective', 'obviously', 'help', 'yield', 'secondly', 'continue', 'working', 'capital', 'would', 'meredith', 'program', 'driving', 'continue', 'think', 'talk', 'probably', 'big', 'opportunity', 'continue', 'enhance', 'inventory', 'position', 'supply', 'chain', 'perspective', 'within', 'retail', 'store']
2468
2468
2469
2469
2470
2470
['helena', 'foulkes', 'think', 'first', 'assumption', 'right', 'meredith', 'overall', 'household', 'penetration', 'sunday', 'circular', 'years', 'projection', 'forward', 'continue', 'decline', 'continue', 'current', 'ahead', 'curve', 'really', 'investing', 'outside', 'circular', 'silver', 'moment', 'going', 'cycle', 'something', 'think', 'continue']
2471
2471
['larry', 'merlo', 'question']
2472
2472
2473
2473
2474
2474
2475
2475
2476
2476
2477
2477
2478
2478
2479
2479
2480
2480
['operator', 'final', 'question', 'come', 'robert', 'willoughby', 'america', 'merrill', 'lynch']
2481
2481
['robert', 'willoughby', 'analyst', 'merrill', 'lynch', 'larry', 'envision', 'add', 'oxygen', 'therapy', 'durable', 'medical', 'equipment', 'stable', 'business', 'infusion', 'business', 'secondarily', 'primary', 'competitor', 'world', 'grace', 'three', 'subpoena', 'anticipate', 'seeing', 'similar', 'disclosure', 'evening']
2482
2482
2483
2483
2484
2484
['robert', 'willoughby', 'great', 'thank']
2485
2485
2486
2486
['operator', 'lady', 'gentleman', 'conclude', 'conference', 'today', 'thank', 'participation', 'please', 'disconnect']
2487
2487
['thomson', 'financial', 'reserves', 'right', 'change', 'document', 'content', 'information', 'without', 'obligation', 'notify', 'person', 'change']
2488
2488
2489
2489
2490
2491
2491
2492
2493
2493
2494
2495
2495
['transcript', '050214a5353618.718']
2496
2497
2497
2498
2499
2499
['copyright']
2500
2500
2501
2502
2502
2503
2504
2504
2505
2506
2506
['focus', 'document']
2507
2508
2509
2509
['disclosure']
2510
2511
2511
['february', 'tuesday']
2512
2513
2513
2514
2515
2515
2516
2517
2517
2518
2518
['david', 'denton']
2519
2519
2520
2520
['roberts']
2521
2521
2522
2522
['conference', 'participant']
2523
2523
['frank', 'morgan']
2524
2524
2525
2525
['presentation']
2526
2526
2527
2527
2528
2528
2529
2529
2530
2530
['secondly', 'focus', 'complement', 'purchase', 'generic', 'working', 'aggressively', 'seeing', 'favorability', 'finally', 'relationship', 'create', 'payer', 'community', 'supporting', 'relationship', 'add', 'profit', 'outlook', 'three', 'elements', 'would', 'overall', 'business', 'remains', 'healthy', 'perspective']
2531
2531
2532
2532
['david', 'denton', 'think', 'pretty', 'successfully', 'retailer', 'partner', 'provider', 'payer', 'drive', 'either', 'generic', 'utilization', 'switching', 'therapy', 'improve', 'adherence', 'closing', 'relationship', 'payer', 'really', 'foster', 'scenario']
2533
2533
2534
2534
2535
2535
['frank', 'morgan', 'idea', 'share', 'might', 'behind', 'multiple', 'speaker', 'counter']
2536
2536
2537
2537
2538
2538
['david', 'denton', 'overwhelmingly', 'positive', 'actually', 'quite', 'honestly', 'strike', 'positive', 'everybody', 'story', 'either', 'family', 'member', 'parent', 'affect', 'tobacco', 'really', 'positive', 'event', 'press', 'perspective', 'goodwill', 'perspective', 'commitment', 'think', 'right', 'thing', 'short', 'revenue', 'profit']
2539
2539
2540
2540
['frank', 'morgan', 'maybe', 'actually', 'mention', 'history', 'behind', 'really', 'works']
2541
2541
2542
2542
['frank', 'morgan', 'earnings', 'reference', 'contract', 'coming', 'renewal', 'little', 'contract', 'anything', 'share', 'profitability', 'tying', 'believe', 'recent', 'decision', 'tobacco', 'could', 'influence', 'whether', 'inaudible']
2543
2543
2544
2544
['frank', 'morgan', 'terms', 'aggregate', 'basis']
2545
2545
2546
2546
['frank', 'morgan', 'terms', 'selling', 'season', 'general', 'beyond', 'obviously', 'potential', 'impact', 'think', 'might', 'influence', 'get', 'feedback', 'going', 'affect', 'selling', 'season', 'people']
2547
2547
['roberts', 'tobacco', 'issue']
2548
2548
['frank', 'morgan']
2549
2549
['roberts', 'finalist', 'meeting', 'topic', 'always', 'come', 'response', 'applaud', 'think', 'differentiate', 'marketplace', 'make', 'integrate', 'model', 'think', 'appeal', 'marketplace', 'active', 'selling', 'season', 'midst']
2550
2550
2551
2551
['roberts', 'remember', 'activity', 'thought', 'people', 'focusing', 'getting', 'ready', 'healthcare', 'reform', 'behind', 'seeing', 'activity', 'return', 'normal', 'historically', 'think', 'bigger', 'years', 'think', 'return', 'normal', 'level']
2552
2552
2553
2553
2554
2554
2555
2555
2556
2556
2557
2557
2558
2558
2559
2559
2560
2560
['roberts', 'payer', 'interest', 'putting', 'infusion', 'suite', 'retail', 'store', 'improve', 'access', 'willingness', 'narrow', 'infusion', 'network', 'coram', 'patient', 'discharge', 'hospital', 'cv', 'coordinate', 'discharge', 'medication', 'along', 'infusion', 'example', 'synergy', 'addition', 'payer', 'synergy', 'hospital', 'synergy', 'think', 'great', 'combination']
2561
2561
2562
2562
['frank', 'morgan', 'service', 'line', 'anything', 'piece', 'really', 'strategically', 'within', 'specialty']
2563
2563
['david', 'denton', 'think', 'pretty', 'complete', 'point', 'specialty', 'market', 'change', 'pretty', 'rapidly', 'constantly', 'looking', 'evaluate', 'need', 'think', 'right', 'probably', 'taking', 'current', 'asset', 'create', 'innovative', 'product', 'asset', 'oppose', 'really', 'going', 'filling', 'something', 'today']
2564
2564
['frank', 'morgan', 'subject', 'specialty', 'behalf', 'biotech', 'analyst', 'market', 'sovaldi', 'color', 'seeing', 'either', 'retail']
2565
2565
['roberts', 'dynamic', 'market', 'couple', 'drug', 'market', 'sovaldi', 'olysio', '24-week', 'treatment', 'expensive', '100,000', '200,000', 'depend', 'viral', 'seeing', 'pretty', 'significant', 'growth', 'market', 'think', 'growth', 'drug', 'enter', 'market', 'pair', 'sovaldi', 'olysio', 'eliminate', 'people', 'interferon', 'ribavirin', 'effects', 'seeing', 'increase', 'activity', 'think', 'going', 'increase', 'drug', 'market']
2566
2566
['frank', 'morgan', 'certainly', 'injection', 'minuteclinic', 'location', 'fascinate', 'disease', 'state', 'maybe', 'outside', 'specialty', 'would', 'consider', 'things', 'highlight', 'investor', 'show', 'telemedicine', 'capability', 'think', 'really', 'minuteclinic', 'really', 'expand', 'services']
2567
2567
['david', 'denton', 'think', 'minuteclinic', 'today', 'relationship', 'primary', 'physician', 'practice', 'probably', 'practice', 'primary', 'physician', 'practice', 'today', 'least', 'thought', 'expand', 'reach', 'scope', 'services', 'probably', 'level', 'maybe', 'somewhere', 'neighborhood', 'never', 'replace', 'primary', 'physician', 'objective', 'position', 'complementary', 'primary', 'physician']
2568
2568
2569
2569
['roberts', 'minuteclinic', 'health', 'plan', 'pretty', 'primary', 'medical', 'home', 'actually', 'working', 'strategically', 'locate', 'minuteclinics', 'around', 'medical', 'home', 'keeping', 'patient', 'emergency', 'rooms', 'thinking', 'minuteclinic', 'extension', 'medical', 'connect', 'coordinate', 'effort']
2570
2570
2571
2571
['roberts', 'couple', 'years', 'activity']
2572
2572
['frank', 'morgan', 'anything', 'specific', 'area', 'think', 'advantage', 'serving', 'health', 'plan', 'obviously', 'minute', 'different', 'piece', 'anything', 'highlight', 'terms', 'area', 'service']
2573
2573
2574
2574
['health', 'value', 'seeing', 'robust', 'relationship', 'excuse', 'payer', 'health', 'plan', 'support', 'adjudication', 'platform', 'perspective', 'whether', 'exchange', 'product', 'whether', 'wraparound', 'minuteclinic', 'service', 'whether', 'adherence', 'program', 'place', 'either', 'pharmacy', 'minuteclinic', 'think', 'power', 'company', 'assets', 'bundle', 'make', 'sense', 'health', 'plan', 'position', 'scenario']
2575
2575
['roberts', 'health', 'plan', 'either', 'medical', 'home', 'provider', 'integrate', 'offering', 'ability', 'integrate', 'system', 'manage', 'area', 'adherence', 'specialty', 'capability', 'minuteclinics', 'believe', 'differentiate', 'others', 'provide', 'resonate', 'health', 'plan']
2576
2576
['david', 'denton', 'think', 'interest', 'think', 'market', 'really', 'aware', 'topic', 'obviously', 'health', 'reform', 'marketplace', 'change', 'pretty', 'rapidly', 'change', 'think', 'payment', 'methodology', 'everything', 'propose', 'patient', 'adherent', 'prescription', 'regimen', 'enclose', 'really', 'succeed', 'future', 'really', 'manage', 'overall', 'healthcare', 'costs', 'think', 'increase', 'focus', 'specifically', 'health', 'plan', 'understand', 'people', 'therapy', 'maintain', 'therapy', 'going', 'pay', 'rising', 'costs']
2577
2577
['frank', 'morgan', 'without', 'talking', 'little', 'reform', 'world', 'provider', 'everybody', 'measure', 'approach', 'estimate', 'going', 'going', 'happen', 'going', 'traction', 'seeing', 'anything', 'medicaid', 'expansion', 'anything', 'notable', 'terms', 'uptick', 'prescription', 'utilization']
2578
2578
['david', 'denton', 'think', 'frank', 'analyst', 'december', 'reform', 'really', 'transition', 'modest', 'impact', 'think', 'going', 'seeing', 'anything', 'outside', 'expect', 'point', 'think', 'going', 'somewhat', 'mute', 'obviously', 'lower', 'enrollment', 'everybody', 'thought', 'think', 'obviously', 'challenge', 'enrollment', 'process', 'think', 'kink', 'getting', 'work', 'speak', 'still', 'unclear', 'exactly', 'people', 'really', 'enrol', 'people', 'actually', 'actually', 'coverage', 'point']
2579
2579
2580
2580
['david', 'denton', 'think', 'first', 'medicaid', 'medicaid', 'business', 'think', 'right', 'think', 'right']
2581
2581
['frank', 'morgan', 'couple', 'minutes', 'anybody', 'question', 'audience', 'maybe', 'spend', 'minute', 'capital', 'allocation', 'clearly', 'class', 'problem', 'generate', 'play', 'several', 'years']
2582
2582
2583
2583
['think', 'three', 'bucket', 'first', 'foremost', 'going', 'invest', 'business', 'going', 'sight', 'effort', 'whether', 'acquisition', 'investment', 'technology', 'secondly', 'going', 'increase', 'dividend', 'currently', 'dividend', 'payout', 'ratio', 'target', 'imply', 'compound', 'annual', 'growth', 'dividend', 'third', 'going', 'value', 'add', 'share', 'repurchase', 'pretty', 'guess', 'consistent', 'methodology', 'move', 'years', 'billion', 'billion', 'billion', 'billion', 'annual', 'share', 'repurchase', 'several', 'years', 'objective', 'think', 'consistent', 'methodology', 'around', 'deploy', 'capital']
2584
2584
2585
2585
2586
2586
['david', 'denton', 'think', 'certainly', 'opportunity', 'either', 'expand', 'exist', 'market', 'market', 'guess', 'question', 'might', 'opportunity', 'acquisition', 'case', 'probably', 'expand', 'marketplace', 'specific', 'target', 'anything', 'substance', 'business', 'would', 'sense', 'acquire']
2587
2587
2588
2588
['frank', 'morgan', 'close']
2589
2589
2590
2590
['david', 'denton']
2591
2591
2592
2592
2593
2593
['frank', 'morgan', 'thank']
2594
2594
['roberts', 'great', 'thank']
2595
2595
['thomson', 'financial', 'reserves', 'right', 'change', 'document', 'content', 'information', 'without', 'obligation', 'notify', 'person', 'change']
2596
2596
['conference', 'call', 'event', 'transcript', 'base', 'company', 'projection', 'forward', 'looking', 'statement', 'regard', 'variety', 'item', 'forward', 'looking', 'statement', 'base', 'current', 'expectation', 'involve', 'risk', 'uncertainty', 'actual', 'result', 'differ', 'materially', 'state', 'forward', 'looking', 'statement', 'base', 'number', 'important', 'factor', 'risk', 'specifically', 'identify', 'company', 'recent', 'filing', 'although', 'company', 'indicate', 'believe', 'assumption', 'underlie', 'forward', 'looking', 'statement', 'reasonable', 'assumption', 'could', 'prove', 'inaccurate', 'incorrect', 'therefore', 'assurance', 'result', 'contemplate', 'forward', 'looking', 'statement', 'realize']
2597
2597
['information', 'contain', 'event', 'transcript', 'textual', 'representation', 'applicable', 'company', 'conference', 'effort', 'provide', 'accurate', 'transcription', 'material', 'error', 'omission', 'inaccuracy', 'reporting', 'substance', 'conference', 'call', 'thomson', 'financial', 'applicable', 'company', 'applicable', 'company', 'assume', 'responsibility', 'investment', 'decision', 'base', 'information', 'provide', 'event', 'transcript', 'user', 'advise', 'review', 'applicable', 'company', 'conference', 'applicable', 'company', 'filing', 'making', 'investment', 'decision']
2598
2599
2599
['february']
2600
2601
2601
2602
2603
2603
2604
2605
2605
['publication', 'transcript']
2606
2607
2607
['copyright']
2608
2608
['right', 'reserve']
2609
2610
2610
2611
2612
2612
2613
2614
2614
['focus', 'document']
2615
2616
2617
2617
['disclosure']
2618
2619
2619
['january', 'tuesday']
2620
2621
2621
['caremark', 'corporation', 'jpmorgan', 'healthcare', 'conference', 'final']
2622
2623
2623
['length', 'words']
2624
2625
2625
2626
2626
2627
2627
['caremark', 'corporation']
2628
2628
['conference', 'participant']
2629
2629
[]
2630
2630
['jpmorgan', 'analyst']
2631
2631
['presentation']
2632
2632
2633
2633
['larry']
2634
2634
2635
2635
2636
2636
['cover', 'morning', 'begin', 'would', 'remind', 'everyone', 'recently', 'analyst', 'december', 'meeting', 'provide', 'depth', 'review', 'business', 'growth', 'strategy', 'really', 'permit', 'today', 'would', 'encourage', 'review', 'material', 'website']
2637
2637
['analyst', 'talk', 'unique', 'combination', 'ability', 'agility', 'position', 'caremark', 'thrive', 'change', 'healthcare', 'landscape', 'depth', 'understanding', 'healthcare', 'landscape', 'along', 'challenge', 'opportunity', 'ahead']
2638
2638
2639
2639
['business', 'retail', 'pharmacy', 'business', 'strong', 'consistently', 'outperform', 'industry', 'years', 'gain', 'significant', 'share', 'versus', 'chains', 'overall', 'retail', 'market', 'every', 'prescription', 'across']
2640
2640
2641
2641
['however', 'outperform', 'market', 'adjust', 'caremark', 'synergy']
2642
2642
2643
2643
2644
2644
2645
2645
['given', 'reach', 'intervention', 'meaningful', 'impact', 'reducing', 'nearly', 'billion', 'avoidable', 'medical', 'costs', 'result', 'medication', 'adherence']
2646
2646
['another', 'driver', 'growth', 'retail', 'success', 'extracare', 'loyalty', 'program', 'today', 'million', 'active', 'cardholder', 'front', 'store', 'transactions', 'actually', 'involve', 'extracare', 'spend', 'years', 'evolve', 'perfect', 'program', 'result', 'years', 'means', 'depth', 'customer', 'analytics', 'unmatched', 'continue', 'invest', 'extracare', 'leading']
2647
2647
2648
2648
2649
2649
2650
2650
['addition', 'clinical', 'affiliation', 'major', 'health', 'system', 'across', 'country', 'integrating', 'electronic', 'medical', 'record', 'allow', 'transmission', 'clinical', 'information', 'system', 'ultimately', 'leading', 'better', 'lower', 'costs']
2651
2651
['looking', 'ahead', 'footprint', 'clinic', 'least', 'state', 'minuteclinic', 'revenue', 'grow', 'substantially', 'years', 'significant', 'runway', 'continue', 'growth']
2652
2652
2653
2653
['client', 'telling', 'select', 'competitive', 'price', 'unique', 'capability', 'deliver', 'capability', 'enable', 'better', 'manage', 'costs', 'enhance', 'access', 'improve', 'member', 'health', 'overall', 'please', 'selling', 'season', 'positive', 'feedback', 'getting', 'client', 'consultant', 'model']
2654
2654
['point', 'selling', 'season', 'figure', 'reflect', 'billion', 'medicare', 'revenue', 'result', 'sanction', 'sanction', 'prevent', 'participate', 'enrollment', 'remains', 'important', 'growth', 'strategy']
2655
2655
2656
2656
['growth', 'business', 'challenge', 'sanction', 'please', 'acknowledge', 'sanction', 'january', 'significant', 'opportunity', 'business']
2657
2657
['another', 'driver', 'business', 'medicaid', 'participate', 'growing', 'market', 'health', 'plan', 'medicaid', 'manage', 'program', 'versus', 'service', 'program', 'today', 'million', 'people', 'enrol', 'manage', 'medicaid', 'number', 'expect', 'increase', 'approximately', 'million', 'represent', 'growth', 'three', 'period']
2658
2658
2659
2659
2660
2660
['tool', 'technology', 'manage', 'specialty', 'spend', 'across', 'pharmacy', 'medical', 'benefit', 'industry', 'leading', 'share', 'specialty', 'market', 'billion', 'specialty', 'revenue', 'either', 'fill', 'manage', 'across', 'caremark', 'enterprise', 'take', 'leadership', 'industry', 'terms', 'expand', 'formulary', 'management', 'specialty', 'space', 'specialty', 'connect', 'product', 'actually', 'fill', 'unmet', 'consumer', 'convenience', 'access', 'specialty']
2661
2661
['finally', 'pending', 'coram', 'acquisition', 'expand', 'competitive', 'specialty', 'offering']
2662
2662
['think', 'strong', 'competitive', 'offering', 'leading', 'market', 'position', 'business', 'however', 'industry', 'undergo', 'transfer', 'shift', 'decade', 'evaluate', 'move', 'parts', 'healthcare', 'marketplace', 'actually', 'trend', 'important', 'impactful', 'positioning', 'company', 'future']
2663
2663
['first', 'affordable', 'expand', 'coverage', 'million', 'american', 'payer', 'change', 'substantially', 'life', 'shifting', 'health', 'plan']
2664
2664
['second', 'continue', 'shift', 'towards', 'calling', 'retailization', 'healthcare', 'consumer', 'choice', 'accountability', 'growing']
2665
2665
['third', 'greater', 'focus', 'quality', 'affordable', 'fully', 'roll', 'payer', 'provider', 'improve', 'healthcare', 'value', 'equation']
2666
2666
2667
2667
['hear', 'bumpy', 'rollout', 'affordable', 'couple', 'month', 'however', 'continue', 'expect', 'coverage', 'expansion', 'provide', 'secular', 'tailwind', 'million', 'american', 'gain', 'insurance', 'coverage', 'although', 'number', 'move', 'parts', 'relate', 'change', 'payer', 'growth', 'exchange', 'collectively', 'expect', 'change', 'positive', 'business', 'beyond']
2668
2668
2669
2669
2670
2670
['important', 'provide', 'coverage', 'retiree', 'silver', 'script', 'prescription', 'health', 'client', 'business']
2671
2671
2672
2672
['awful', 'move', 'parts', 'things', 'consider', 'position']
2673
2673
2674
2674
2675
2675
2676
2676
2677
2677
2678
2678
2679
2679
['change', 'occur', 'broad', 'healthcare', 'market', 'seeing', 'economics', 'business', 'evolve', 'traditional', 'source', 'growth', 'beginning', 'expect', 'strong', 'growth', 'script', 'demand', 'create', 'opportunity', 'growth', 'share', 'gain', 'going', 'forward', 'believe', 'greatest', 'opportunity', 'growth', 'winning', 'life', 'gain', 'greater', 'share', 'prescription', 'dispense', 'consumer', 'wallet']
2680
2680
2681
2681
2682
2682
2683
2683
2684
2684
['first', 'focus', 'driving', 'productive', 'growth', 'second', 'expectation', 'generate', 'significant', 'level', 'finally', 'discipline', 'approach', 'capital', 'allocation', 'expect', 'maintain', 'strong', 'track', 'record', 'successfully', 'manage', 'three', 'pillar']
2685
2685
2686
2686
['expect', 'generate', 'substantial', 'amount', 'expect', 'billion', 'billion', 'continue', 'deploy', 'return', 'significant', 'value', 'shareholder', 'return', 'billion', 'shareholder', 'combination', 'dividend', 'substantial', 'amount', 'share', 'repurchase']
2687
2687
2688
2688
2689
2689
2690
2690
2691
2691
2692
2692
2693
2693
['conference', 'call', 'event', 'transcript', 'base', 'company', 'projection', 'forward', 'looking', 'statement', 'regard', 'variety', 'item', 'forward', 'looking', 'statement', 'base', 'current', 'expectation', 'involve', 'risk', 'uncertainty', 'actual', 'result', 'differ', 'materially', 'state', 'forward', 'looking', 'statement', 'base', 'number', 'important', 'factor', 'risk', 'specifically', 'identify', 'company', 'recent', 'filing', 'although', 'company', 'indicate', 'believe', 'assumption', 'underlie', 'forward', 'looking', 'statement', 'reasonable', 'assumption', 'could', 'prove', 'inaccurate', 'incorrect', 'therefore', 'assurance', 'result', 'contemplate', 'forward', 'looking', 'statement', 'realize']
2694
2694
['information', 'contain', 'event', 'transcript', 'textual', 'representation', 'applicable', 'company', 'conference', 'effort', 'provide', 'accurate', 'transcription', 'material', 'error', 'omission', 'inaccuracy', 'reporting', 'substance', 'conference', 'call', 'thomson', 'financial', 'applicable', 'company', 'applicable', 'company', 'assume', 'responsibility', 'investment', 'decision', 'base', 'information', 'provide', 'event', 'transcript', 'user', 'advise', 'review', 'applicable', 'company', 'conference', 'applicable', 'company', 'filing', 'making', 'investment', 'decision']
2695
2696
2696
['january']
2697
2698
2698
['language', 'english']
2699
2700
2700
2701
2702
2702
2703
2704
2704
2705
2705
['right', 'reserve']
2706
2707
2707
['copyright']
2708
0
1
2
3
4
4
5
5
6
7
7
8
9
9
10
10
11
11
[]
12
13
14
14
['terms', 'commercial', 'metal']
15
16
17
17
['source', 'disclosure']
18
18
19
20
21
21
22
22
[]
23
23
['commercial', 'metal', 'earnings', 'final', 'disclosure', 'october', 'wednesday', 'words']
24
25
26
26
[]
27
27
['commercial', 'metal', 'earnings', 'final', 'disclosure', 'thursday', 'words']
28
29
30
30
[]
31
31
['commercial', 'metal', 'earnings', 'final', 'disclosure', 'march', 'thursday', 'words']
32
33
34
34
35
35
['commercial', 'metal', 'earnings', 'final', 'disclosure', 'january', 'tuesday', 'words']
36
37
38
38
39
40
40
['document']
41
42
43
43
['disclosure']
44
45
45
46
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275
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['overview', 'discussion', 'barbara', 'smith', 'senior', 'president', 'chief', 'financial', 'officer', 'barbara']
276
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['america', 'mills', 'segment', 'record', 'adjust', 'operate', 'profit', 'million', 'third', 'quarter', 'compare', 'adjust', 'operate', 'profit', 'million', 'correspond', 'period', 'prior', 'fiscal', 'third', 'quarter', 'metal', 'margin', 'expand', 'approximately', 'compare', 'third', 'quarter', 'finish', 'steel', 'price', 'decline', 'slow', 'scrap', 'price', 'additionally', 'segment', 'benefit', 'million', 'favorable', 'change', 'pretax', 'compare', 'third', 'quarter']
280
280
281
281
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283
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284
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286
286
['third', 'quarter', 'repurchase', 'approximately', '139,000', 'share', 'common', 'stock', 'million', 'total', 'purchase', 'approximately', 'million']
287
287
['capital', 'expenditure', 'million', 'third', 'quarter', 'compare', 'million', 'prior', 'third', 'quarter', 'estimate', 'capital', 'spending', 'range', 'million', 'million', 'thank', 'outlook']
288
288
289
289
['steel', 'minimills', 'continue', 'benefit', 'lower', 'input', 'costs', 'result', 'vertical', 'integration', 'model', 'spite', 'recent', 'heavy', 'rainfall', 'affect', 'operations', 'central', 'eastern', 'region', 'demand', 'product', 'remain', 'strong', 'primarily', 'increase', 'growth', 'residential', 'construction']
290
290
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291
291
292
292
293
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294
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['folta', 'jefferies']
295
295
['folta', 'analyst', 'jefferies', 'company', 'morning', 'barbara']
296
296
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297
297
['folta', 'firstly', 'fabrication', 'business', 'encourage', 'profitability', 'extent', 'improve', 'margin', 'think', 'structural', 'improve', 'demand', 'better', 'pricing', 'power', 'business', 'versus', 'steel', 'price', 'scrap', 'price', 'pull', 'forward', 'business', 'versus', 'substrate', 'costs', 'color']
298
298
['sound', 'pretty', 'positive', 'outlook', 'quarter', 'terms', 'margin', 'want', 'comment']
299
299
300
300
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['always', 'timing', 'element', 'associate', 'movement', 'rebar', 'pricing', 'pricing', 'scrap', 'doubt', 'least', 'third', 'quarter', 'benefit', 'price', 'increase', 'however', 'fiscal', 'fourth', 'quarter', 'concurrent', 'price', 'increase', 'scrap', 'announce', 'earlier', 'month', 'little', 'pressure', 'still', 'expect', 'maintain', 'strong', 'margin']
303
303
304
304
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307
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['barbara', 'smith', 'million', 'number']
308
308
['folta', 'try', 'right', 'thank']
309
309
['alvarado', 'right', 'thanks', 'think', 'though']
310
310
311
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312
312
313
313
314
314
['alvarado', 'looking', 'numbers', 'impact', 'operationally', 'operations', 'steel', 'manufacturing', 'relate', 'issue', 'production', 'level', 'would', 'expect', 'whenever', 'volume', 'falls', 'impact', 'conversion', 'costs', 'quick', 'response', 'multiple', 'speaker']
315
315
316
316
['gibbs', 'anticipate', 'production', 'standpoint', 'given', 'visibility', 'right', 'order']
317
317
318
318
['gibbs', 'seem', 'import', 'right', 'probably', 'disruptive', 'fabrication', 'price', 'potentially', 'versus', 'rebar', 'price', 'rebar', 'relatively', 'seeing', 'expect', 'terms', 'import', 'situation', 'domestically', 'impact', 'things', 'move', 'forward']
319
319
320
320
321
321
322
322
323
323
['operator', 'andrew', 'morningstar']
324
324
325
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['alvarado', 'morning']
326
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['andrew', 'international', 'division', 'look', 'metal', 'margin', 'contract', 'third', 'quarter', 'level', 'lower', 'margin', 'profitability', 'improve', 'noticeably', 'could', 'provide', 'commentary', 'outcome', 'furnace', 'project', 'initiative', 'undertake', 'poland', 'undertake', 'boost', 'profitability']
327
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['barbara', 'smith', 'andrew', 'volume', 'seasonally', 'strong', 'move', 'construction', 'heavy', 'season', 'volume', 'pretty', 'poland', 'result', 'really', 'reflect', 'action', 'take', 'furnace', 'certainly', 'contribute', 'highlight', 'comment', 'every', 'whether', 'energy', 'yield', 'labor', 'always', 'looking', 'productivity', 'improvement', 'difficult', 'market', 'conditions', 'focus', 'things', 'within', 'control']
328
328
['andrew', 'great', 'still', 'guide', 'capex', 'neighborhood', 'million', 'could', 'provide', 'estimate', 'maintenance', 'capex', 'level', 'please']
329
329
['barbara', 'smith', 'think', 'million', 'reasonable', 'probably', 'going', 'lower', 'base', 'experience', 'years', 'actually', 'ultimately', 'authorize', 'maintenance', 'capex', 'vary', 'million', 'range', 'million', 'million']
330
330
['andrew', 'great', 'congrats', 'strong', 'quarter', 'thank']
331
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332
332
333
333
334
334
335
335
336
336
337
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338
338
['could', 'foresee', 'step', 'buying', 'market', 'every', 'month', 'consistent', 'purchasing', 'activity', 'volume', 'offset', 'reduction', 'recognize', 'early', 'challenge', 'maintain', 'profitability', 'staff', 'level', 'reduce', 'region', 'recycling', 'move', 'pretty', 'aggressively', 'right', 'level', 'operations', 'never', 'pleasant', 'thing', 'painful', 'disruptive']
339
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['everything', 'poland', 'barbara', 'point', 'operations', 'domestically', 'think', 'respond', 'anticipate', 'reduction', 'volume', 'revenue', 'address']
340
340
['mills', 'operate', 'level', 'things', 'try', 'highlight', 'market', 'principally', 'product', 'producer', 'dependent', 'residential', 'construction', 'strong', 'operate', 'profile', 'electric', 'furnace', 'producer', 'give', 'flexibility', 'operations', 'think', 'major', 'contribute', 'factor', 'operational', 'performance']
341
341
342
342
['lastly', 'europe', 'barbara', 'point', 'aggressive', 'attack', 'phase', 'energy', 'particular', 'something', 'aggressive', 'instal', 'electric', 'furnace', 'give', 'better', 'energy', 'efficiency', 'higher', 'throughput', 'productivity', 'practically', 'speaking', 'furnace', 'operation', 'poland', 'operate', 'produce', 'level', 'equal', 'prior', 'furnace', 'operation', 'investment', 'answer', 'question']
343
343
344
344
345
345
['operator', 'alicia', 'johnson', 'davidson']
346
346
['alicia', 'johnson', 'analyst', 'davidson', 'company', 'morning']
347
347
['alvarado', 'morning']
348
348
349
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350
350
['barbara', 'smith', 'terms', 'backlog', 'think', 'indicate', 'earlier', 'remain', 'quite', 'healthy', 'strong', 'consistent', 'little', 'movement', 'pricing', 'little', 'downward', 'pressure', 'rebar', 'pricing', 'coming', 'since', 'scrap', 'decline', 'earlier', 'overall', 'significant']
351
351
['alicia', 'johnson', 'perfect', 'thank']
352
352
353
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354
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['unidentified', 'participant', 'analyst', 'sitting', 'brian', 'quick', 'contract', 'termination', 'provide', 'little', 'detail', 'terms', 'contract', 'contract', 'potentially', 'material', 'contract', 'covering']
355
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356
356
['commodity', 'product', 'pricing', 'product', 'detail', 'relevant', 'basically', 'business', 'model', 'unfavorable', 'adjustment', 'favorable', 'adjustment']
357
357
['unidentified', 'participant', 'thanks', 'quick', 'terms', 'working', 'capital', 'look', 'working', 'capital', 'expect', 'release', 'fourth', 'quarter']
358
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['barbara', 'smith', 'normally', 'cyclicality', 'build', 'inventory', 'winter', 'month', 'leading', 'season', 'always', 'generally', 'working', 'capital', 'release', 'certainly', 'reflect', 'result', 'quarter', 'would', 'anticipate', 'would', 'working', 'capital', 'release', 'fourth', 'quarter']
359
359
['unidentified', 'participant', 'great', 'thanks']
360
360
361
361
362
362
363
363
364
364
365
365
366
366
367
367
['gibbs', 'thank']
368
368
['operator', 'lady', 'gentleman', 'showing', 'additional', 'question', 'would', 'conference', 'closing', 'remark']
369
369
370
370
371
371
['thomson', 'financial', 'reserves', 'right', 'change', 'document', 'content', 'information', 'without', 'obligation', 'notify', 'person', 'change']
372
372
373
373
374
375
375
376
377
377
['language', 'english']
378
379
379
380
381
381
['publication', 'transcript']
382
383
383
['copyright']
384
384
['right', 'reserve']
385
386
386
387
388
388
['return']
389
390
390
391
392
393
393
394
395
395
['march', 'thursday']
396
397
397
['commercial', 'metal', 'earnings', 'final']
398
399
399
['length', 'words']
400
401
401
402
402
['alvarado']
403
403
404
404
405
405
['commercial', 'metal', 'company']
406
406
['conference', 'participant']
407
407
408
408
['jefferies', 'analyst']
409
409
['brian']
410
410
411
411
['timna', 'tanner']
412
412
['merrill', 'lynch', 'analyst']
413
413
414
414
['morgan', 'stanley', 'analyst']
415
415
416
416
417
417
['brent', 'thielman']
418
418
['davidson', 'analyst']
419
419
['gibbs']
420
420
['keybanc', 'capital', 'market', 'analyst']
421
421
['andrew']
422
422
423
423
424
424
['tumazos', 'independent', 'research', 'analyst']
425
425
['nathan', 'littlewood']
426
426
427
427
428
428
429
429
430
430
['goldman', 'sachs', 'analyst']
431
431
432
432
['operator', 'hello', 'welcome', 'everyone', 'today', 'commercial', 'metal', 'company', 'second', 'quarter', 'earnings', 'today', 'record']
433
433
['operator', 'instructions']
434
434
435
435
436
436
437
437
['opening', 'remark', 'introduction', 'would', 'chairman', 'board', 'president', 'chief', 'executive', 'officer', 'commercial', 'metal', 'company', 'alvarado', 'alvarado', 'please', 'ahead']
438
438
439
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['describe', 'earnings', 'release', 'morning', 'report', 'sales', 'billion', 'second', 'quarter', 'compare', 'billion', 'second', 'quarter', 'earnings', 'continue', 'operations', 'second', 'quarter', 'million', 'dilute', 'share', 'increase', 'dilute', 'share', 'compare', 'quarter', 'prior', 'fiscal']
440
440
['note', 'earnings', 'release', 'morning', 'board', 'director', 'declare', 'dividend', 'share', 'stockholder', 'record', 'april', 'dividend', 'april']
441
441
442
442
443
443
444
444
445
445
446
446
447
447
448
448
449
449
450
450
['currently', 'energy', 'market', 'adjust', 'depress', 'price', 'dramatically', 'lowering', 'count', 'expect', 'effect', 'international', 'marketing', 'distribution', 'segment', 'trade', 'variety', 'product', 'energy', 'application', 'anticipate', 'lower', 'volume', 'product', 'margin', 'pressure']
451
451
452
452
['overview', 'discussion', 'barbara', 'smith', 'senior', 'president', 'chief', 'financial', 'officer', 'barbara']
453
453
['barbara', 'smith', 'commercial', 'metal', 'company', 'thank', 'morning', 'everyone', 'mention', 'second', 'quarter', 'report', 'earnings', 'continue', 'operations', 'million', 'dilute', 'share', 'compare', 'earnings', 'continue', 'operations', 'million', 'dilute', 'share', 'second', 'quarter', 'prior', 'result', 'continue', 'operations', 'second', 'quarter', 'include', 'income', 'million', 'dilute', 'share']
454
454
['increase', 'income', 'largely', 'dramatic', 'decline', 'scrap', 'pricing', 'compare', 'expense', 'continue', 'operations', 'million', 'dilute', 'share', 'second', 'quarter']
455
455
['turning', 'result', 'segment', 'america', 'recycling', 'segment', 'record', 'adjust', 'operate', '172,000', 'second', 'quarter', 'compare', 'adjust', 'operate', '863,000', 'second', 'quarter', 'second', 'quarter', 'average', 'ferrous', 'selling', 'price', 'decline', 'short', 'average', 'ferrous', 'selling', 'price', 'decline', 'short']
456
456
457
457
458
458
['furthermore', 'second', 'quarter', 'segment', 'benefit', 'shift', 'product', 'lower', 'margin', 'billet', 'higher', 'margin', 'finish', 'product', 'include', 'rebar', 'merchant', 'compare', 'second', 'quarter', 'prior', 'fiscal', 'million', 'favorable', 'change', 'pretax', 'contribute', 'improvement', 'adjust', 'operate', 'profit', 'compare', 'second', 'quarter']
459
459
460
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['international', 'mills', 'segment', 'record', 'adjust', 'operate', 'profit', '819,000', 'second', 'quarter', 'compare', 'adjust', 'operate', 'profit', 'million', 'period', 'prior', 'fiscal', 'decrease', 'adjust', 'operate', 'profit', 'second', 'quarter', 'decrease', 'average', 'metal', 'margin', 'volume', 'compare', 'period', 'prior', 'fiscal']
461
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462
462
463
463
['turning', 'balance', 'sheet', 'liquidity', 'february', 'short', 'investment', 'total', 'million', 'total', 'liquidity', 'remain', 'nearly', 'billion', 'continue', 'maintain', 'sufficient', 'unused', 'credit', 'line']
464
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465
465
['capital', 'expenditure', 'million', 'second', 'quarter', 'compare', 'million', 'prior', 'second', 'quarter', 'estimate', 'capital', 'spending', 'range', 'million']
466
466
467
467
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468
468
469
469
470
470
['question', 'answer']
471
471
['operator', 'operator', 'instructions']
472
472
['first', 'question', 'come', 'folta', 'jefferies']
473
473
474
474
['barbara', 'smith', 'certainly', 'think', 'recycling', 'segment', 'improve', 'going', 'cycle', 'higher', 'inventory', 'mills', 'tough', 'point', 'pricing', 'action', 'april', 'beyond', 'take', 'place', 'margin', 'range', 'right', 'given', 'move', 'strong', 'improvement']
475
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476
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['going', 'continue', 'scrap', 'price', 'level', 'today', 'indication', 'scrap', 'going', 'range']
477
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478
478
479
479
['folta', 'price', 'better', 'would', 'think', 'right', 'amount', 'pressure']
480
480
['alvarado', 'spread', 'spread']
481
481
482
482
483
483
484
484
485
485
['think', 'adjustment', 'whatever', 'normal', 'might', 'precipitous', 'decline', 'resistance', 'supply', 'trepidation', 'holding', 'inventory', 'taking', 'position']
486
486
487
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488
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489
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490
490
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491
491
492
492
493
493
['alvarado', 'whenever', 'import', 'pressure', 'calling', 'clean', 'difficult']
494
494
['barbara', 'smith', 'oxymoron']
495
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496
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['operator', 'question', 'come', 'timna', 'tanner', 'america', 'merrill', 'lynch']
497
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498
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499
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500
500
501
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502
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503
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504
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505
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506
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507
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508
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509
509
['adjust', 'little', 'still', 'healthy', 'level', 'increase', 'volume', 'throughout', 'second', 'certainly', 'would', 'support', 'hanging', 'exist', 'metal', 'margin']
510
510
511
511
512
512
['alvarado', 'asking', 'surcharge']
513
513
['kurtz', 'rebar', 'surcharge', 'pricing', 'mostly', 'reserve', 'beam', 'thing']
514
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['barbara', 'smith', 'think', 'surcharge', 'mechanism', 'largely', 'fall', 'relate', 'rebar', 'pricing', 'price', 'adjust', 'base', 'change', 'material', 'pricing', 'necessarily', 'surcharge', 'mechanism', 'would']
515
515
516
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517
517
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518
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519
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520
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521
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522
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['operator', 'question', 'come', 'michael', 'gambardella', 'jpmorgan']
523
523
['michael', 'gambardella', 'analyst', 'jpmorgan', 'morning', 'barbara', 'question', 'first', 'could', 'status', 'report', 'arizona', 'micromill', 'terms', 'production', 'profitability', 'profitability', 'margin', 'basis', 'compare', 'rebar', 'mills']
524
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525
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526
526
527
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['michael', 'gambardella', 'plan', 'second', 'micromill']
528
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['alvarado', 'market', 'construct', 'add', 'capacity', 'always', 'difficult', 'decision', 'market', 'underserved', 'example', 'coast', 'construction', 'activity', 'pick', 'dramatically', 'coast', 'effectively', 'certainly', 'fabricator', 'plenty', 'capacity', 'market', 'pick', 'noticeably', 'construction', 'perspective']
529
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530
530
['operator', 'question', 'come', 'brent', 'thielman', 'davidson']
531
531
532
532
['alvarado', 'really', 'question', 'add', 'disadvantage', 'polish', 'zloty', 'depreciate', 'relationship', 'dollar', 'polish', 'market', 'number', 'influence', 'federal', 'authorities', 'aspect', 'costs']
533
533
534
534
535
535
536
536
537
537
538
538
['brent', 'thielman', 'thank', 'composition', 'fabrication', 'backlog', 'region', 'seeing', 'significant', 'increase', 'decrease', 'pretty', 'steady', 'improvement', 'throughout']
539
539
540
540
['california', 'another', 'mention', 'strong', 'market', 'period', 'florida', 'beltway', 'region']
541
541
542
542
['operator', 'question', 'come', 'gibbs', 'keybanc', 'capital', 'market']
543
543
544
544
545
545
['interest', 'level', 'specific', 'point', 'still', 'anticipate', 'selling', 'going', 'concern', 'continuously', 'evaluate', 'carry', 'value', 'evaluate', 'adjustment', 'optimistic', 'recover', 'value']
546
546
547
547
['barbara', 'smith', 'clearly', 'focus', 'return', 'quick', 'organic', 'growth', 'opportunity', 'ask', 'question', 'micromill', 'great', 'platform', 'something', 'looking', 'period', 'continue', 'things']
548
548
549
549
550
550
['operator', 'question', 'come', 'andrew', 'morningstar']
551
551
552
552
553
553
554
554
['houston', 'still', 'energy', 'dependent', 'usage', 'office', 'space', 'houston', 'seeing', 'demand', 'backlog', 'reflect', 'expansion', 'office', 'space', 'utilization', 'rates']
555
555
['change', 'anything', 'expectation', 'speculative', 'build', 'start', 'houston', 'wherever', 'construction', 'describe', 'north', 'texas', 'example', 'toyota', '4,000', 'family', 'coming', 'school', 'expand', 'hospital', 'expand', 'infrastructure', 'expand', 'whether', 'water', 'treatment', 'plant', 'infrastructure', 'really', 'broad']
556
556
['obviously', 'start', 'unemployment', 'figure', 'happening', 'broad', 'country', 'secondly', 'unemployment', 'rates', 'money', 'flowing', 'economy', 'certainly', 'energy', 'price', 'decline', 'create', 'velocity', 'money', 'movement', 'ultimately', 'benefit', 'economy']
557
557
558
558
559
559
['andrew', 'really', 'quite', 'helpful', 'thanks', 'relate', 'quickly', 'noticeable', 'construction', 'project', 'major', 'produce', 'region']
560
560
561
561
['price', 'adjust', 'today', 'barrel', 'action', 'pretty', 'swiftly', 'crew', 'need', 'available', 'whereas', 'period', 'train', 'people', 'workforce', 'move', 'industry', 'and/or', 'move', 'business']
562
562
563
563
['operator', 'question', 'come', 'tumazos', 'tumazos', 'independent', 'research']
564
564
565
565
566
566
567
567
['given', 'efficient', 'market', 'availability', 'alternative', 'method', 'manufacturing', 'versus', 'scrap', 'certainly', 'happen', 'export', 'slow', 'significantly', 'partly', 'demand', 'partly', 'partly', 'strong', 'dollar', 'efficiency', 'think', 'dramatic', 'decline', 'scrap', 'price', 'month']
568
568
569
569
['regard', 'availability', 'assets', 'strategy', 'export', 'export', 'little', 'maybe', 'better', 'ferrous', 'significant', 'portion', 'ferrous', 'export', 'exposure', 'export', 'competitor']
570
570
571
571
['decision', 'acquire', 'assets', 'antonio', 'vulnerable', 'newell', 'acquisition', 'help', 'solidify', 'position', 'scrap', 'collection', 'capability']
572
572
['anywhere', 'weakness', 'certainly', 'would', 'interest', 'would', 'interest', 'assets', 'afield', 'manufacturing', 'capability', 'would', 'retail', 'business']
573
573
574
574
575
575
['nathan', 'littlewood', 'analyst', 'credit', 'suisse', 'morning', 'thank', 'opportunity', 'congrats', 'question', 'scrap', 'given', 'product', 'steel', 'manufacturing', 'business', 'scrap', 'intake', 'going', 'auto', 'wonder', 'whether', 'either', 'recent', 'absolute', 'scrap', 'price', 'and/or', 'perhaps', 'activity', 'seeing', 'sales', 'moment', 'either', 'factor', 'impact', 'intake', 'volume', 'recycling', 'business', 'throughs', 'implication', 'product', 'mills', 'business']
576
576
['alvarado', 'nathan', 'thought', 'going', 'going', 'something', 'really']
577
577
['qualitative', 'perspective', 'plenty', 'supply', 'scrap', 'looking', 'emphasize', 'desire', 'align', 'scrap', 'collection', 'processing', 'capability', 'scrap', 'important', 'basic', 'manufacturing', 'right', 'supply', 'right', 'scrap', 'really', 'important']
578
578
579
579
580
580
['alvarado']
581
581
582
582
['meanwhile', 'scrap', 'price', 'elastic', 'supply', 'argument', 'could', 'prolong', 'decouple', 'relationship', 'scrap', 'price', 'price', 'believe', 'might', 'believe', 'motivation', 'world', 'steel', 'production', 'switch', 'little', 'towards', 'blast', 'furnace', 'wonder', 'thought', 'subject', 'insight', 'perhaps', 'seeing', 'inquiry', 'blast', 'furnace', 'customer', 'normally', 'would', 'global', 'scale']
583
583
['alvarado', 'rephrase', 'precise', 'europe', 'polish', 'propensity', 'blast', 'furnace', 'become', 'little', 'active', 'product', 'capability', 'certainly', 'competitor', 'czech', 'republic', 'silesian', 'region', 'poland', 'operate', 'operate', 'blast', 'furnace', 'make', 'product', 'margin', 'product', 'great', 'freight', 'easily', 'absorb', 'offset', 'everything']
584
584
['north', 'america', 'common', 'production', 'product', 'north', 'america', 'try', 'careful', 'misstate', 'product', 'north', 'america', 'exclude', 'product', 'electric', 'furnace', 'base', 'without', 'option', 'going', 'blast', 'furnace', 'think', 'integrate', 'producer', 'blast', 'furnace', 'capability', 'product', 'going', 'inelasticity', 'inability', 'switch', 'least', 'north', 'america']
585
585
['think', 'transportation', 'costs', 'global', 'basis', 'making', 'base', 'product', 'move', 'product', 'global', 'scale', 'freight', 'become', 'factor', 'whole', 'concept', 'micro', 'mills', 'intend', 'serve', 'close', 'regional', 'market', 'using', 'scrap', 'within', 'range', 'afield', 'problematic', 'become', 'somewhat', 'degree', 'blast', 'furnace', 'base', 'producer']
586
586
587
587
['operator', 'question', 'come', 'charles', 'bradford', 'bradford', 'research']
588
588
['charles', 'bradford', 'analyst', 'bradford', 'research', 'morning', 'question', 'marketing', 'marketing', 'international', 'marketing', 'always', 'valuable', 'source', 'information', 'happening', 'around', 'world', 'seeing', 'early', 'sign', 'recovery', 'example', 'europe', 'maybe', 'southeast', 'place', 'important', 'margin', 'business', 'start', 'improve']
589
589
['alvarado', 'chuck', 'could', 'seeing', 'things', 'developing', 'indicate', 'strong', 'recovery', 'somewhere', 'world', 'intelligence', 'tell', 'market', 'still', 'market', 'world', 'different', 'reason', 'logistics', 'financing', 'supply', 'availability', 'willingness', 'international', 'trading', 'business', 'particularly', 'material', 'dramatic', 'shift', 'towards', 'would', 'significant', 'global', 'recovery']
590
590
['market', 'oversupplied', 'china', 'european', 'situation', 'still', 'oversupplied', 'uncertainty', 'strength', 'dollar', 'allow', 'european', 'competitor', 'aggressive', 'terms', 'significant', 'indicator', 'improve', 'global', 'demand', 'reflect', 'order', 'material', 'really']
591
591
['charles', 'bradford', 'hope', 'early', 'sign', 'going', 'recovery', 'years']
592
592
593
593
['charles', 'bradford', 'thank']
594
594
['operator', 'question', 'come', 'tharani', 'goldman', 'sachs']
595
595
['tharani', 'analyst', 'goldman', 'sachs', 'morning', 'barbara', 'sorry', 'hopefully', 'question', 'ask', 'thing', 'seeing', 'strong', 'dollar', 'import', 'scrap', 'increase', 'wonder', 'texas', 'sense', 'participate', 'scrap', 'really', 'matter', 'second', 'trading', 'business', 'participate']
596
596
['alvarado', 'report', 'import', 'scrap', 'particularly', 'coast', 'certainly', 'abundance', 'availability', 'north', 'america', 'scrap', 'going', 'aggressively', 'price', 'scrap', 'certainly', 'strength', 'dollar', 'participate', 'import', 'product', 'either', 'directly', 'mills', 'trading', 'group', 'scrap', 'north', 'america']
597
597
['tharani', 'saying', 'price', 'still', 'dollar', 'enough', 'actually', 'import', 'scrap']
598
598
['alvarado']
599
599
600
600
601
601
['monitor', 'assets', 'available', 'acquisition', 'little', 'light', 'approach', 'patient', 'discipline', 'relate', 'acquisition', 'certainly', 'study', 'something', 'strategic', 'sense', 'elements', 'associate', 'would']
602
602
603
603
604
604
605
605
606
606
607
607
608
608
609
610
610
['march']
611
612
612
613
614
614
['transcript', '032615a5641457.757']
615
616
616
['publication', 'transcript']
617
618
618
619
619
['right', 'reserve']
620
621
621
622
623
623
624
625
625
626
627
628
628
629
630
630
631
632
632
['commercial', 'metal', 'earnings', 'final']
633
634
634
635
636
636
['corporate', 'participant']
637
637
['alvarado']
638
638
639
639
640
640
['commercial', 'metal']
641
641
642
642
643
643
644
644
['kurtz']
645
645
['morgan', 'stanley', 'analyst']
646
646
['tharani']
647
647
['goldman', 'sachs', 'analyst']
648
648
649
649
['credit', 'suisse', 'analyst']
650
650
651
651
652
652
['gibbs']
653
653
['keybanc', 'capital', 'market', 'analyst']
654
654
655
655
656
656
['andrew']
657
657
658
658
['charles', 'bradford']
659
659
660
660
661
661
['operator', 'hello', 'welcome', 'everyone', 'today', 'commercial', 'metal', 'company', 'first', 'quarter', 'earnings', 'today', 'record']
662
662
['operator', 'instructions']
663
663
664
664
['statement', 'except', 'require', 'assume', 'obligation', 'update', 'connection', 'future', 'event', 'information', 'otherwise']
665
665
666
666
667
667
668
668
669
669
670
670
['highlight', 'current', 'trend', 'conditions', 'market', 'operate', 'provide', 'update', 'strategic', 'matter', 'first', 'encourage', 'steady', 'growth', 'economy', 'create', 'average', 'hourly', 'wages', 'increase', 'unemployment', 'remain', 'first', 'quarter']
671
671
['furthermore', 'demand', 'pattern', 'steel', 'product', 'remains', 'solid', 'residential', 'construction', 'market', 'continue', 'upward', 'climb', 'residential', 'construction', 'spending', 'approximately', 'first', 'quarter', 'prior', 'fiscal', 'continue', 'improvement', 'residential', 'construction', 'spending', 'higher', 'shipment', 'america', 'mills', 'america', 'fabrication', 'segment']
672
672
['although', 'volume', 'strengthen', 'period', 'prior', 'fiscal', 'continue', 'pricing', 'pressure', 'result', 'elevated', 'import', 'activity', 'rebar', 'import', 'increase', 'approximately', 'primarily', 'turkey', 'price', 'remain', 'driving', 'scrap']
673
673
['inversely', 'metal', 'margin', 'america', 'mills', 'expand', 'quarter', 'result', 'improve', 'finish', 'good', 'selling', 'price', 'stable', 'scrap', 'price', 'focus', 'remains', 'evaluate', 'number', 'strategic', 'growth', 'initiative', 'capitalize', 'vertically', 'integrate', 'operate', 'model', 'strong', 'customer', 'market', 'position']
674
674
675
675
['international', 'marketing', 'distribution', 'segment', 'report', 'outstanding', 'result', 'first', 'quarter', 'steel', 'trading', 'division', 'benefit', 'strong', 'shipment', 'particular', 'tubular', 'product', 'however', 'light', 'recent', 'decline', 'price', 'closely', 'monitoring', 'demand', 'product', 'expose', 'energy', 'sector']
676
676
677
677
678
678
['barbara', 'smith', 'commercial', 'metal', 'thank', 'happy', 'morning', 'everyone']
679
679
['mention', 'first', 'quarter', 'report', 'earnings', 'continue', 'operations', 'million', 'dilute', 'share', 'compare', 'earnings', 'continue', 'operations', 'million', 'dilute', 'share', 'first', 'quarter', 'prior', 'result', 'continue', 'operations', 'first', 'quarter', 'include', 'income', 'million', 'dilute', 'share', 'compare', 'expense', 'continue', 'operations', 'million', 'dilute', 'share', 'first', 'quarter']
680
680
['turning', 'result', 'segment', 'america', 'recycling', 'segment', 'record', 'adjust', 'operate', 'million', 'first', 'quarter', 'compare', 'adjust', 'operate', 'profit', '839,000', 'first', 'quarter', 'ferrous', 'shipment', 'decline', 'average', 'ferrous', 'metal', 'margin', 'decline', 'short', 'compare', 'period', 'prior', 'fiscal', 'ferrous', 'shipment', 'increase', 'however', 'average', 'ferrous', 'metal', 'margin', 'continue', 'pressure', 'compare', 'first', 'quarter']
681
681
682
682
683
683
['segment', 'strong', 'result', 'first', 'quarter', 'primarily', 'increase', 'total', 'shipment', 'increase', 'average', 'selling', 'price', 'stable', 'average', 'scrap', 'costs', 'compare', 'first', 'quarter', 'overall', 'shipment', 'higher', 'price', 'finish', 'product', 'include', 'rebar', 'merchant', 'increase', 'approximately', '34,000', 'short', 'billet', 'shipment', 'increase', 'approximately', '15,000', 'short']
684
684
['america', 'fabrication', 'segment', 'record', 'adjust', 'operate', 'million', 'first', 'quarter', 'compare', 'adjust', 'operate', 'profit', 'million', 'prior', 'first', 'quarter', 'adjust', 'operate', 'profit', 'impact', 'average', 'metal', 'margin', 'compression', 'short', 'fabricate', 'rebar', 'first', 'quarter', 'compare', 'period', 'prior', 'fiscal', 'additionally', 'conversion', 'rebar', 'increase', 'short']
685
685
['partially', 'offset', 'item', 'favorable', 'change', 'million', 'first', 'quarter', 'compare', 'first', 'quarter', 'prior', 'fiscal', 'book', 'approximately', '30,000', 'fabricate', 'rebar', 'first', 'quarter', 'compare', 'period', 'prior', 'backlog', 'approximately', '22,000', 'november']
686
686
687
687
['international', 'marketing', 'distribution', 'segment', 'record', 'adjust', 'operate', 'profit', 'million', 'first', 'quarter', 'compare', 'adjust', 'operate', 'profit', 'million', 'first', 'quarter', 'improvement', 'adjust', 'operate', 'profit', 'primarily', 'attribute', 'increase', 'margin', '3.6-million', 'favorable', 'change', 'trading', 'division', 'headquarter', 'addition', 'western', 'european', 'asian', 'operations', 'report', 'strong', 'increase', 'shipment', 'first', 'quarter', 'compare', 'period']
688
688
['turning', 'balance', 'sheet', 'liquidity', 'november', 'short', 'investment', 'total', '326.1', 'million', 'total', 'liquidity', 'approximately', 'billion', 'november', 'continue', 'maintain', 'sufficient', 'unused', 'credit', 'line']
689
689
['capital', 'expenditure', 'million', 'first', 'quarter', 'compare', 'million', 'prior', 'first', 'quarter', 'estimate', 'capital', 'spending', 'range', 'million', 'million']
690
690
['thank', 'outlook']
691
691
['alvarado', 'thank', 'barbara', 'encourage', 'continue', 'improvement', 'economy', 'growth', 'rising', 'wages', 'manufacturing', 'activity', 'expand', 'consecutive', 'month', 'november', 'residential', 'construction', 'spending', 'increase', 'first', 'three', 'month', 'november', 'architecture', 'billing', 'index', 'leading', 'indicator', 'construction', 'activity', 'report', 'seventh', 'consecutive', 'month', 'greater']
692
692
['second', 'fiscal', 'quarter', 'historically', 'slow', 'result', 'seasonal', 'downturn', 'construction', 'activity', 'holiday', 'onset', 'winter', 'weather', 'consistent', 'prior', 'years', 'plan', 'outage', 'routine', 'maintenance', 'equipment', 'enhancement', 'slow', 'business', 'activity', 'winter', 'month', 'activity', 'allow', 'prepare', 'strong', 'anticipate', 'demand', 'fiscal', 'second']
693
693
694
694
['question', 'answer']
695
695
['operator', 'operator', 'instructions']
696
696
['first', 'question', 'come', 'folta', 'jefferies']
697
697
698
698
699
699
['folta', 'guess', 'first', 'question', 'fabrication', 'business', 'seeing', 'another', 'quarter', 'solid', 'volume', 'growth', 'business', 'still', 'generate', 'losses', 'clearly', 'margin', 'issue', 'talk', 'improve', 'towards', 'private', 'backlog', 'grow']
700
700
['maybe', 'detail', 'going', 'margin', 'business', 'touch', 'import', 'factor', 'remark', 'would', 'think', 'volume', 'increase', 'start', 'positive', 'pricing', 'momentum', 'point', 'thought', 'would', 'helpful']
701
701
['alvarado', 'factor', 'significant', 'factor', 'business', 'import', 'product', 'bring', 'significantly', 'market', 'price', 'cause', 'competitive', 'quote', 'business']
702
702
703
703
['folta', 'surprise', 'fabrication', 'business', 'business', 'compete', 'fabricator', 'buying', 'import', 'product', 'lower', 'price', 'charge', 'showing', 'rebar', 'price', 'segment']
704
704
705
705
706
706
707
707
708
708
['doubt', 'taking', 'australia', 'business', 'putting', 'factor', 'better', 'trading', 'activity', 'particularly', 'north', 'america', 'europe', 'operations', 'steady', 'volume', 'southeast', 'singapore', 'office', 'albeit', 'smaller', 'margin']
709
709
710
710
711
711
712
712
['folta', 'could', 'barbara', 'inventory', 'pretty', 'quarter', 'million', 'turn', 'lower', 'historically', 'something', 'expect', 'reverse', 'fairly']
713
713
714
714
715
715
['folta', 'thank']
716
716
['operator', 'question', 'come', 'kurtz', 'morgan', 'stanley']
717
717
['kurtz', 'analyst', 'morgan', 'stanley', 'happy', 'barbara']
718
718
719
719
720
720
721
721
['decline', 'price', 'freeing', 'disposable', 'income', 'people', 'stimulate', 'spending', 'different', 'ultimately', 'could', 'nonresidential', 'construction', 'across', 'board', 'remember', 'nationally', 'base', 'broad', 'base', 'company', 'footprint', 'throughout', 'southeast']
722
722
723
723
724
724
725
725
726
726
727
727
728
728
['continue', 'example', 'direct', 'impact', 'result', 'energy', 'pricing', 'almost', 'reaction', 'whatsoever']
729
729
['barbara', 'smith', 'would', 'point', 'lower', 'energy', 'price', 'could', 'provide', 'positive', 'momentum', 'around', 'renewal', 'transportation', 'think', 'discussion', 'beginning']
730
730
['might', 'create', 'opportunity', 'funding', 'mechanism', 'could', 'positive', 'right', 'factor', 'anybody', 'outlook']
731
731
732
732
['alvarado', 'thanks']
733
733
734
734
735
735
['alvarado', 'morning']
736
736
['tharani', 'couple', 'question', 'mention', 'conversion', 'costs', 'fabrication', 'particular', 'reason', 'recur', 'stuff']
737
737
738
738
['tharani', 'european', 'demand', 'mention', 'obviously', 'mention', 'demand']
739
739
740
740
741
741
742
742
['import', 'coming', 'neighbor', 'country', 'putting', 'pressure', 'price', 'margin', 'expect', 'strong', 'demand', 'continue']
743
743
['polish', 'economy', 'continue', 'better', 'european', 'economy', 'country', 'eurozone', 'reason', 'influence', 'import', 'strong', 'margin']
744
744
745
745
746
746
747
747
['indicate', 'strong', 'quarters', 'since', 'global', 'financial', 'crisis', 'working', 'capital', 'going', 'support', 'growth', 'liquidate', 'fairly', 'quickly', 'factor', 'specific', 'quarter', 'lower', 'account', 'payable', 'number', 'schedule', 'payment', 'current', 'first', 'quarter', 'affect']
748
748
749
749
['tharani', 'great', 'thank']
750
750
['operator', 'question', 'come', 'nathan', 'littlewood', 'credit', 'suisse']
751
751
['nathan', 'littlewood', 'analyst', 'credit', 'suisse', 'morning', 'thanks', 'opportunity', 'couple']
752
752
['barbara', 'smith', 'morning', 'nathan']
753
753
754
754
755
755
756
756
['start', 'looking', 'gross', 'average', 'scrap', 'within', 'region', 'think', 'significant', 'divergence', 'compare', 'scrap', 'purchase', 'price', 'might', 'purchasing', 'competitively']
757
757
['quarter', 'quarter', 'basis', 'concern', 'average', 'going', 'measuring', 'costs', 'competitive', 'market', 'buying', 'selling', 'place', 'market']
758
758
759
759
['nathan', 'littlewood', 'thanks', 'international', 'marketing', 'international', 'marketing', 'distribution', 'indicate', 'previously', 'expectation', 'quarterly', 'million']
760
760
761
761
['could', 'looking', 'forward', 'expectation', 'would', 'million', 'million', 'total', 'business', 'sense']
762
762
['barbara', 'smith', 'nathan', 'think', 'would', 'still', 'current', 'moment', 'million', 'guide', 'lumpy', 'quarters', 'really', 'quarter', 'quarter', 'nature', 'business', 'advantage', 'market', 'available']
763
763
764
764
765
765
766
766
767
767
['alvarado', 'happy']
768
768
769
769
['alvarado', 'morning']
770
770
771
771
['couple', 'question', 'along', 'line', 'insight', 'could', 'share', 'driving', 'divergence', 'going', 'question', 'earlier', 'cross', 'subsidy', 'business', 'sales', 'mills', 'business', 'occur', 'market', 'price']
772
772
773
773
774
774
['initiative', 'turkey', 'particular', 'product', 'think', 'without', 'regard', 'market', 'base', 'pricing', 'formula', 'opinion']
775
775
['understand', 'someone', 'would', 'market', 'market', 'pricing', 'move', 'steel', 'review', 'found', 'negligible', 'almost', 'minimis', 'nothing']
776
776
777
777
['better', 'question', 'price', 'product']
778
778
779
779
780
780
781
781
782
782
['brian', 'question', 'scrap', 'market', 'price', 'weakening', 'starting']
783
783
784
784
785
785
['heavily', 'participate', 'impact', 'directly', 'comment', 'market', 'current', 'month', 'settle', 'different', 'seeing', 'month']
786
786
['brian', 'thanks']
787
787
['operator', 'question', 'come', 'gibbs', 'keybanc', 'capital', 'market']
788
788
['gibbs', 'analyst', 'keybanc', 'capital', 'market', 'morning']
789
789
['alvarado', 'morning']
790
790
791
791
792
792
['barbara', 'smith', 'backlog', 'compare', 'marginally', 'fourth', 'quarter', 'really', 'going', 'seasonally', 'slow', 'period']
793
793
['gibbs', 'seeing', 'regional', 'perspective', 'across', 'sunbelt', 'texas', 'california', 'cetera', 'strong', 'weak', 'picture', 'right']
794
794
['barbara', 'smith', 'think', 'talking', 'would', 'texas', 'continue', 'strong', 'california', 'picking', 'southeast', 'weak', 'market', 'think', 'seeing', 'demand', 'broadly', 'across', 'three', 'region', 'point']
795
795
['california', 'continue', 'momentum', 'starting', 'activity', 'southern', 'california', 'previously', 'drive', 'activity', 'northern', 'california', 'seeing', 'pretty', 'activity', 'level', 'southeast']
796
796
['alvarado', 'continue', 'strong', 'demand', 'texas', 'market']
797
797
798
798
['barbara', 'smith', 'mills', 'america', 'mills', 'income', 'million', 'quarter', 'depend', 'somewhat', 'income', 'foreign', 'jurisdiction', 'enjoy', 'lower', 'project', 'somewhere']
799
799
['gibbs', 'appreciate', 'thank']
800
800
801
801
802
802
803
803
804
804
805
805
['alvarado', 'corollary', 'somewhat', 'barbara', 'describe', 'business', 'soft', 'demand', 'production', 'rates', 'coast', 'south', 'carolina', 'operations', 'matter', 'birmingham', 'operate', 'better', 'rates']
806
806
['always', 'opportunity', 'expand', 'production', 'capability', 'better', 'short', 'longer', 'cycle', 'really', 'get', 'point', 'potential', 'exist', 'across', 'board', 'operate', 'segment', 'describe', 'little', 'still', 'eastern', 'region']
807
807
808
808
['alvarado', 'rebar', 'talking', 'rebar', 'inventory', 'general', 'inventory', 'level']
809
809
['mazzaferro', 'general', 'specific', 'inventory', 'numbers']
810
810
811
811
['alvarado', 'fairly', 'balance', 'month', 'example', 'things', 'little', 'whack', 'think', 'product', 'move', 'system', 'pretty', 'quickly', 'rebar', 'want', 'sitting', 'speculate', 'volatility']
812
812
['concern', 'downstream', 'inventory', 'maybe', 'maybe', 'pollyannaish', 'swing', 'inventory', 'concern', 'couple', 'boat', 'arrive', 'seem', 'getting', 'system', 'working', 'fairly', 'quickly']
813
813
['scrap', 'question', 'whether', 'movement', 'scrap', 'material', 'looking', 'availability', 'seeing', 'problem', 'certainly', 'lower', 'price', 'ultimately', 'issue', 'ultimately', 'drive', 'price', 'dearth', 'scrap', 'anything', 'availability', 'mills', 'starving', 'scrap']
814
814
815
815
['alvarado', 'expect', 'little', 'might', 'inventory', 'speculate', 'inventory', 'expect', 'example', 'first', 'seasonally', 'happen']
816
816
['happen', 'maybe', 'inventory', 'ensue', 'week', 'month', 'interest', 'thing', 'watch', 'right']
817
817
818
818
['fabrication', 'could', 'energy', 'could', 'things', 'could', 'little', 'expose', 'energy', 'steel', 'things']
819
819
['barbara', 'smith', 'direct', 'direct', 'specific', 'product', 'tubular', 'think', 'question', 'wrestle', 'follow', 'effect', 'prolong', 'downturn', 'energy', 'price', 'would', 'spill', 'industrial', 'construction', 'activity']
820
820
['point', 'earlier', 'positive', 'lower', 'energy', 'price', 'increase', 'disposable', 'income', 'could', 'economy', 'could', 'dilute', 'effect', 'going', 'right', 'looking', 'carefully', 'studying', 'specific', 'product', 'great']
821
821
822
822
['disposable', 'income', 'growth', 'ultimately', 'spur', 'nonresidential', 'infrastructure', 'need', 'build', 'support', 'kind', 'operations', 'would', 'sight', 'barbara', 'either', 'ability', 'maybe', 'negotiate', 'something', 'congress', 'try', 'together', 'construction', 'highway', 'program']
823
823
['happen', 'congress', 'convene', 'today', 'point', 'free', 'energy', 'price', 'could', 'opening', 'raise', 'tax', 'energy', 'consumption', 'order', 'infrastructure', 'badly', 'need']
824
824
825
825
826
826
827
827
828
828
['alvarado', 'morning', 'happy']
829
829
['andrew', 'question', 'discuss', 'impact', 'rising', 'import', 'volume', 'curious', 'comment', 'october', 'rebar', 'trade', 'determination', 'change', 'texture', 'import', 'volume']
830
830
['look', 'import', 'volume', 'turkey', 'significantly', 'november', 'though', 'turkish', 'exporter', 'effectively', 'given', 'green', 'light', 'seeing', 'major', 'uptick', 'rebar', 'volume', 'specific', 'country']
831
831
['alvarado', 'turk', 'dominate', 'import', 'statistics', 'oppose', 'market', 'negotiate', 'water', 'coming', 'mostly', 'turkish', 'source', 'market', 'dominate', 'turk']
832
832
['andrew', 'along', 'line', 'operations', 'california', 'little', 'better', 'insulate', 'volume', 'geographic', 'exposure']
833
833
834
834
835
835
836
836
837
837
838
838
['alvarado', 'morning', 'chuck']
839
839
['charles', 'bradford', 'couple', 'question', 'first', 'pretty', 'winter', 'weather', 'price', 'electricity', 'natural', 'soar', 'sign', 'normal']
840
840
841
841
842
842
['charles', 'bradford', 'worry', 'frankly', 'price', 'electricity', 'track', 'pretty', 'easily', 'electricity']
843
843
['alvarado', 'chuck', 'electricity', 'availability', 'utility', 'private', 'sector', 'public', 'sector', 'means', 'squeeze', 'happen', 'south', 'carolina', 'curtail']
844
844
845
845
846
846
847
847
['charles', 'bradford', 'understand']
848
848
['alvarado', 'tubular', 'capacity', 'kind', 'report', 'project', 'still', 'coming', 'onstream', 'strong', 'steel', 'decision', 'think', 'march', 'better', 'question', 'mario', 'steel', 'people', 'seeing', 'market']
849
849
850
850
['alvarado', 'thanks', 'chuck']
851
851
852
852
['question', 'come', 'gibbs', 'keybanc', 'capital', 'market']
853
853
854
854
855
855
856
856
857
857
858
858
['australia', 'extend', 'holiday', 'summertime', 'folks', 'return', 'expect', 'process', 'earnest', 'interest', 'level', 'assets', 'would', 'definitely', 'intent', 'assets', 'rather']
859
859
860
860
['alvarado', 'thank']
861
861
['operator', 'appear', 'question', 'alvarado']
862
862
863
863
864
864
['operator', 'conclude', 'today', 'commercial', 'metal', 'company', 'conference', 'disconnect']
865
865
866
866
['conference', 'call', 'event', 'transcript', 'base', 'company', 'projection', 'forward', 'looking', 'statement', 'regard', 'variety', 'item', 'forward', 'looking', 'statement', 'base', 'current', 'expectation', 'involve', 'risk', 'uncertainty', 'actual', 'result', 'differ', 'materially', 'state', 'forward', 'looking', 'statement', 'base', 'number', 'important', 'factor', 'risk', 'specifically', 'identify', 'company', 'recent', 'filing', 'although', 'company', 'indicate', 'believe', 'assumption', 'underlie', 'forward', 'looking', 'statement', 'reasonable', 'assumption', 'could', 'prove', 'inaccurate', 'incorrect', 'therefore', 'assurance', 'result', 'contemplate', 'forward', 'looking', 'statement', 'realize']
867
867
868
869
869
870
871
871
872
873
873
['transcript', '010615a5563591.791']
874
875
875
876
877
877
['copyright']
878
878
['right', 'reserve']
879
880
880
['copyright']
881
0
1
2
3
4
4
['download', 'request', 'tag', 'document', '43,45']
5
5
6
7
7
8
9
9
10
10
['sydney', 'jones', 'library']
11
11
12
13
14
14
15
16
17
17
['source', 'disclosure']
18
18
19
20
21
21
['result']
22
22
[]
23
23
['crocs', 'earnings', 'conference', 'final', 'disclosure', 'february', 'thursday', 'words']
24
25
26
26
[]
27
27
28
29
30
30
31
31
['crocs', 'credit', 'suisse', 'group', 'small', 'conference', 'final', 'disclosure', 'september', 'tuesday', 'words']
32
33
34
34
35
35
['crocs', 'earnings', 'conference', 'final', 'disclosure', 'august', 'thursday', 'words']
36
37
38
38
39
39
['crocs', 'piper', 'jaffray', 'consumer', 'conference', 'final', 'disclosure', 'wednesday', 'words']
40
41
42
42
[]
43
43
44
45
46
46
['return']
47
48
48
49
50
51
51
52
53
53
54
55
55
['crocs', 'earnings', 'conference', 'final']
56
57
57
['length', 'words']
58
59
59
60
60
61
61
62
62
63
63
64
64
65
65
66
66
['company', 'would', 'remind', 'everyone', 'information', 'provide', 'forward', 'looking', 'accordingly', 'subject', 'harbor', 'provisions', 'federal', 'security', 'statement', 'concern', 'plan', 'belief', 'forecast', 'guidance', 'projection', 'expectation', 'estimate', 'future', 'operations', 'crocs', 'caution', 'statement', 'subject', 'number', 'risk', 'uncertainty', 'describe', 'factor', 'section', 'company', 'annual', 'report', 'file', 'february', 'security', 'exchange', 'commission']
67
67
['accordingly', 'actual', 'result', 'could', 'differ', 'materially', 'describe', 'listening', 'advise', 'refer', 'crocs', 'annual', 'report', 'document', 'file', 'additional', 'discussion', 'factor', 'crocs', 'intend', 'forward', 'looking', 'statement', 'protect', 'harbor', 'provisions', 'security', 'exchange', 'crocs', 'obligate', 'update', 'forward', 'looking', 'statement', 'reflect', 'impact', 'future', 'event']
68
68
69
69
70
70
71
71
72
72
73
73
74
74
75
75
76
76
['today', 'discuss', 'result', 'revenue', 'quarter', 'increase', 'million', 'million', 'exceed', 'guidance', 'million', 'revenue', 'increase', 'million', 'sales', 'increase', 'three', 'channels', 'fourth', 'quarter']
77
77
['wholesale', 'revenue', 'increase', 'million', 'broad', 'acceptance', 'style', 'collection', 'book', 'million', 'strong', 'represent', 'increase', 'prior']
78
78
79
79
['end', 'company', 'own', 'retail', 'location', 'globally', 'break', 'store', 'price', 'store', 'store', 'store', 'factory', 'direct', 'store', 'outlet', 'kiosk', 'december', 'expect', 'represent', 'decrease', 'kiosk', 'increase', 'store', 'type']
80
80
81
81
82
82
['addition', 'improve', 'wholesale', 'outlook', 'america', 'continue', 'healthy', 'growth', 'consumer', 'direct', 'channels', 'represent', 'total', 'america', 'segment', 'sales', 'overall', 'store', 'comp', 'positive', 'single', 'digit', 'store', 'sales', 'within', 'outlet', 'store', 'strong', 'store', 'sales', 'growth', 'price', 'store', 'relatively', 'expect', 'kiosk', 'store', 'sales', 'impact', 'store', 'location', 'mall', 'constrain', 'ability', 'merchandise', 'product']
83
83
84
84
85
85
['note', 'footwear', 'sales', 'million', 'fourth', 'quarter', 'bringing', 'total', 'global', 'footwear', 'sales', 'million', 'pair', 'product', 'globally', 'represent', 'sales', 'total', 'sales', 'globally', 'double', 'continue', 'success', 'boot', 'strong', 'product']
86
86
87
87
['gross', 'profit', 'fourth', 'quarter', 'million', 'million', 'fourth', 'quarter', 'gross', 'margin', 'versus', 'traditionally', 'result', 'impact', 'seasonally', 'lower', 'standard', 'margin', 'winter', 'product', 'volume', 'deleveraging', 'supply', 'chain', 'additional', 'discount', 'retail', 'closeout', 'sales', 'wholesale', 'impact', 'margin']
88
88
89
89
['fourth', 'quarter', 'increase', 'million', 'compare', 'million', 'direct', 'channel', 'revenue', 'relate', 'costs', 'salary', 'wages', 'store', 'selling', 'costs', 'increase', 'nondirect', 'channel', 'slightly', 'quarter', 'lower', 'stock', 'expense', 'partially', 'offset', 'marketing', 'expense', 'forward', 'continue', 'leverage', 'spending', 'wholesale']
90
90
91
91
['management', 'initiative', 'focus', 'driving', 'productivity', 'retail', 'group', 'office', 'efficiency', 'revenue', 'expansion', 'exist', 'infrastructure', 'fourth', 'quarter', 'yield', 'operate', 'profit', 'million', 'versus', 'operate', 'million', 'fourth', 'quarter', 'report', 'earlier', 'today', 'income', 'fourth', 'quarter', 'improve', 'million', 'dilute', 'share', 'million', 'share', 'effective', 'compare', 'million', 'share', 'fourth', 'quarter', 'report', 'income', 'million', 'compare', 'million']
92
92
93
93
94
94
95
95
['turning', 'guidance', 'expect', 'generate', 'approximately', 'million', 'revenue', 'first', 'quarter', 'expect', 'dilute', 'approximately', 'guidance', 'assume', 'expect', 'estimate', 'dilute', 'share', 'million', 'reflect', 'strengthening', 'stock', 'price', 'reminder', 'business', 'historically', 'weight', 'heavily', 'toward', 'spring', 'summer', 'seasonality', 'perspective']
96
96
['closing', 'comment']
97
97
98
98
['support', 'product', 'initiative', 'marketing', 'strategy', 'design', 'broaden', 'awareness', 'brand', 'create', 'emotional', 'connection', 'consumer', 'marketing', 'initiative', 'include', 'sizable', 'investment', 'television', 'print', 'outdoor', 'advertising', 'campaign', 'unite', 'state', 'europe', 'impact', 'effort', 'could', 'witness', 'across', 'three', 'distribution', 'channels', 'global', 'market', 'brand', 'momentum', 'steadily', 'building', 'performance', 'wholesale', 'help', 'strengthen', 'retailer', 'confidence', 'crocs', 'fuel', 'acceleration', 'backlog', 'quarters']
99
99
100
100
['turning', 'corner', 'believe', 'piece', 'place', 'profitably', 'business', 'beyond', 'strategy', 'drove', 'recent', 'resurgence', 'straightforward', 'continue', 'serve', 'blueprint', 'future']
101
101
['first', 'foremost', 'developing', 'great', 'product', 'distinguish', 'crocs', 'leader', 'comfortable', 'casual', 'footwear', 'consumer', 'recently', 'begin', 'influence', 'world', 'class', 'design', 'assemble', 'crocs', 'impact', 'evident', 'compel', 'collection', 'translucent', 'sneaker', 'tone', 'winter', 'boot', 'optimistic', 'strength', 'spring', 'summer', 'line', 'additional', 'market', 'share', 'gain', 'establish', 'crocs', 'round', 'brand', 'retail', 'mind', 'consumer']
102
102
103
103
104
104
105
105
['finally', 'international', 'market', 'poise', 'another', 'strong', 'performance', 'coming', 'revenue', 'coming', 'outside', 'presence', 'country', 'crocs', 'truly', 'global', 'company', 'still', 'world', 'market', 'opportunity', 'meaningful', 'expansion', 'business']
106
106
['great', 'confidence', 'future', 'company', 'brand', 'selling', 'shoes', 'little', 'years', 'really', 'start', 'capability', 'business', 'years', 'growth', 'vehicle', 'place', 'management', 'leverage', 'special', 'company', 'unique', 'opportunity']
107
107
108
108
['question', 'answer']
109
109
110
110
111
111
112
112
['duffy', 'sorry', 'miss', 'miss', 'commentary', 'around', 'order', 'school', 'season', 'holiday', 'product', 'retailer']
113
113
['lasher', 'discus', 'point', 'happy', 'progress', 'making', 'little', 'early', 'bring', 'numbers', 'process', 'finalize', 'book', 'second']
114
114
['mccarvel', 'order', 'process', 'really', 'school', 'timeframe', 'really', 'start', 'final', 'numbers', 'another']
115
115
['duffy', 'final', 'thing', 'great', 'exit', 'clean', 'inventory', 'anything', 'different', 'inventory', 'management', 'standpoint', 'think', 'hear', 'mention', 'clearing', 'inventory', 'wholesale', 'business', 'working', 'channel', 'partner', 'respect']
116
116
['mccarvel', 'think', 'slight', 'impact', 'margin', 'margin', 'degradation', 'thought', 'fourth', 'quarter', 'would', 'actuals', 'inventory', 'clearing']
117
117
118
118
119
119
['duffy', 'helpful', 'someone', 'perhaps', 'queue', 'thank']
120
120
121
121
['klinefelter', 'analyst', 'piper', 'jaffray', 'thank', 'congratulations', 'everyone', 'strong', 'finish', 'couple', 'things', 'generally', 'first']
122
122
['thinking', 'manufacturing', 'capacity', 'mexican', 'own', 'facility', 'factoring', 'chinese', 'manufacturing', 'third', 'party', 'globally', 'least', 'forecasting', 'pretty', 'substantial', 'growth', 'dollar', 'unit', 'capacity', 'potential', 'point', 'flexibility', 'own', 'capacity', 'third', 'party', 'capacity']
123
123
['would', 'insight', 'seasonality', 'thinking', 'least', 'historic', 'color', 'provide', 'versus', 'europe', 'versus', 'north', 'america', 'modeling', 'purpose']
124
124
['mccarvel', 'think', 'break', 'question', 'little', 'capacity', 'piece', 'little', 'seasonality', 'question', 'ask']
125
125
126
126
['lasher', 'seasonality', 'perspective', 'improvement', 'evidence', 'strong', 'average', 'growth', 'pretty', 'happy', 'curve', 'flatten', 'course', 'obviously', 'strategy', 'really', 'grow', 'book', 'healthy', 'seasonality', 'curve', 'maximize', 'sales', 'throughout', 'separately', 'focus', 'management', 'southern', 'hemisphere', 'warmer', 'market', 'brazil', 'india', 'southeast', 'focus', 'growing', 'product', 'supply', 'chain', 'distribution', 'throughout', 'market', 'seasonality', 'discuss']
127
127
128
128
['pretty', 'healthy', 'balance', 'strong', 'growth', 'europe', 'maybe', 'whereas', 'strong', 'growth', 'consideration', 'quarters']
129
129
['mccarvel', 'growth', 'talking', 'dollar', 'jeff?or', 'percentage']
130
130
['jeffrey', 'klinefelter']
131
131
132
132
133
133
['mccarvel', 'think', 'dollar', 'growth', 'america', 'market', 'asian', 'market', 'dollar', 'growth', 'going', 'think', 'going', 'continue', 'think', 'market', 'gain', 'gain', 'larger', 'presence', 'especially', 'wholesale', 'business', 'effort', 'years', 'rebuild', 'relationship', 'marketing', 'dollar', 'support', 'wholesale', 'partner', 'think', 'percentage', 'basis', 'europe', 'think', 'opportunity', 'percentage', 'standpoint', 'start', 'reopen', 'direct', 'market', 'higher', 'percentage']
134
134
['klinefelter', 'helpful', 'reminder', 'since', 'dealing', 'booking', 'number', 'booking', 'visibility', 'strong', 'majority', 'revenue', 'book', 'book', 'compare', 'contrast', 'percent', 'total', 'expect', 'modeling', 'thought']
135
135
['mccarvel', 'look', 'right', 'book', 'end', 'december', 'ship', 'balance', 'second', 'sorry']
136
136
137
137
['lasher', '16.50', 'wholesale', '17.69', 'blend', 'include', 'retail', 'internet', 'wholesale']
138
138
['klinefelter', '16.50', 'apple', 'apple', 'basis', 'would']
139
139
['mccarvel', 'maybe', 'number', 'wholesale', 'would', '14.67']
140
140
['klinefelter', 'great']
141
141
['mccarvel']
142
142
143
143
['operator', 'question', 'chartier', 'monness', 'crespi', 'hardt']
144
144
145
145
146
146
147
147
148
148
['chartier', 'mention', 'softness', 'direct', 'consumer', 'business', 'december', 'weather', 'relate', 'improvement', 'first', 'quarter']
149
149
150
150
['carryover', 'first', 'week', 'think', 'rebound', 'number', 'market', 'significant', 'amount', 'spring', 'summer', 'product', 'retail', 'store', 'going', 'retail', 'store', 'first', 'february', 'impact', 'product', 'bullish', 'think', 'product']
151
151
['chartier', 'large', 'portion', 'retail', 'store', 'seem', 'little', 'starve', 'inventory', 'inventory', 'position', 'fourth', 'quarter', 'first', 'quarter']
152
152
153
153
['chartier', 'great', 'thank']
154
154
['mccarvel', 'thanks']
155
155
156
156
['poser', 'analyst', 'sterne', 'leach', 'hello', 'poser', 'sorry', 'quick', 'question', 'spoke', 'deliver', 'good', 'spring', 'probably', 'already', 'ship', 'deliver', 'right']
157
157
['mccarvel', 'correct', 'customer', 'product', 'right', 'maybe', 'customer', 'take', 'spring', 'summer', 'product']
158
158
['poser', 'would', 'southern', 'tier', 'retailer', 'would', 'assume']
159
159
160
160
['poser', 'little', 'delivery', 'southern', 'product', 'coming']
161
161
162
162
['poser', 'guess', 'forward', 'question', 'pretty', 'quarter', 'already', 'point', 'going', 'better', 'lookout', 'balance', 'selling', 'forth']
163
163
164
164
['book', 'product']
165
165
166
166
167
167
168
168
169
169
170
170
['mccarvel', 'first', 'quarter', 'talk', 'business', 'really', 'wholesale', 'customer', 'consume', 'capacity', 'inventory', 'available', 'sales', 'change', 'larger', 'portion', 'revenue', 'business', 'think', 'talk', 'earlier', 'right', 'wholesale', 'business', 'backlog', 'order', 'second', 'third', 'drop', 'wholesale', 'account', 'clearly', 'greater', 'upside', 'wholesale', 'base', 'consumer', 'opinion', 'going', 'product', 'offering']
171
171
['poser', 'gross', 'margin', 'perspective', 'future', 'assume', 'discount', 'higher', 'margin', 'order', 'theoretically', 'margin', 'works', 'higher', 'second', 'fourth', 'quarters', 'would', 'first', 'third', 'future']
172
172
173
173
['poser', 'right', 'thank', 'continue', 'success']
174
174
175
175
176
176
177
177
178
178
179
179
['stephen', 'martin', 'great', 'standpoint', 'leaving', 'corporate', 'otherwise']
180
180
181
181
182
182
['mccarvel', 'little', 'color', 'perspective', 'internally', 'spend', 'include', 'retail', 'around', 'million', 'group', 'exclude', 'retail', 'million', 'reduction', 'dollar', 'increase', 'decrease', 'improvement', 'sg&a.', 'going', 'continue', 'focus', 'opportunity', 'leverage', 'investment', 'making', 'system', 'control', 'spend', 'appropriately']
183
183
184
184
['lasher', 'quite', 'opportunistic', 'availability', 'store', 'really', 'great', 'deal', 'seeing', 'opportunity', 'going', 'chase', 'selective', 'location', 'selective', 'location', 'within', 'often', 'quite', 'first', 'available', 'space']
185
185
['pretty', 'happy', 'rent', 'market', 'capitalize', 'weakness', 'market', 'however', 'outside', 'opportunity', 'awesome', 'think', 'market', 'reality', 'finding', 'store', 'throughout', 'world', 'opportunistically', 'entering', 'marketplace']
186
186
187
187
188
188
189
189
['mccarvel', 'talk', 'investment', 'demand', 'platform', 'roll', 'globally', 'think', 'starting', 'benefit', 'investment', 'better', 'focus', 'digital', 'marketing', 'group', 'social', 'marketing', 'group', 'especially', 'europe', 'unite', 'state', 'think', 'start', 'resonate', 'right', 'consumer', 'drive', 'internet', 'behavior']
190
190
['think', 'benefit', 'little', 'weather', 'december', 'uptick', 'business', 'market', 'people', 'going', 'think', 'great', 'digital', 'marketing', 'social', 'marketing', 'commerce', 'group', 'think', 'benefit']
191
191
192
192
193
193
194
194
195
195
196
196
197
197
['information', 'contain', 'event', 'transcript', 'textual', 'representation', 'applicable', 'company', 'conference', 'effort', 'provide', 'accurate', 'transcription', 'material', 'error', 'omission', 'inaccuracy', 'reporting', 'substance', 'conference', 'call', 'thomson', 'financial', 'applicable', 'company', 'applicable', 'company', 'assume', 'responsibility', 'investment', 'decision', 'base', 'information', 'provide', 'event', 'transcript', 'user', 'advise', 'review', 'applicable', 'company', 'conference', 'applicable', 'company', 'filing', 'making', 'investment', 'decision']
198
199
199
200
201
201
['language', 'english']
202
203
203
204
205
205
206
207
207
208
208
209
210
210
['copyright']
211
212
212
213
214
214
215
216
217
217
['disclosure']
218
219
219
['november', 'thursday']
220
221
221
['crocs', 'earnings', 'conference', 'final']
222
223
223
224
225
225
226
226
['mccarvel', 'crocs', 'president', 'hammer', 'crocs', 'finance']
227
227
228
228
['klinefelter', 'piper', 'jaffray', 'analyst', 'duffy', 'stifel', 'nicolaus', 'analyst', 'chartier', 'monness', 'crespi', 'hardt', 'analyst', 'poser', 'sterne', 'analyst', 'anderson', 'davidson', 'analyst', 'steven', 'martin', 'slater', 'capital', 'management', 'analyst']
229
229
230
230
['operator', 'thank', 'standing', 'everyone', 'welcome', 'crocs', 'incorporate', 'fiscal', 'third', 'quarter', 'earnings', 'conference', 'participant', 'listen', 'following', 'presentation', 'conduct', 'question', 'answer', 'session', 'instructions', 'provide', 'would', 'remind', 'everyone', 'conference', 'record']
231
231
['earlier', 'afternoon', 'crocs', 'announce', 'third', 'quarter', 'financial', 'result', 'press', 'release', 'found', 'company', 'website', 'reconciliation', 'measure', 'mention', 'today', 'found', 'investor', 'relations', 'section', 'crocs', 'website', 'company', 'would', 'remind', 'everyone', 'information', 'provide', 'forward', 'looking', 'accordingly', 'subject', 'harbor', 'provisions', 'federal', 'security', 'statement', 'concern', 'plan', 'belief', 'forecast', 'guidance', 'projection', 'expectation', 'estimate', 'future', 'operations', 'crocs', 'caution', 'statement', 'subject', 'number', 'risk', 'uncertainty', 'describe', 'factor', 'section', 'company', 'annual', 'report', 'file', 'february', 'security', 'exchange', 'commission']
232
232
['accordingly', 'actual', 'result', 'could', 'differ', 'materially', 'describe', 'listening', 'advise', 'refer', 'crocs', 'annual', 'report', '10-k.', 'document', 'file', 'additional', 'discussion', 'risk', 'factor', 'crocs', 'intend', 'forward', 'looking', 'statement', 'protect', 'harbor', 'provisions', 'security', 'exchange', 'crocs', 'obligate', 'update', 'forward', 'looking', 'statement', 'reflect', 'impact', 'future', 'event', 'would', 'mccarvel', 'chief', 'executive', 'officer', 'crocs', 'please', 'ahead']
233
233
['mccarvel', 'president', 'crocs', 'thank', 'operator', 'welcome', 'everyone', 'joining', 'third', 'quarter', 'earnings', 'today', 'hammer', 'chief', 'financial', 'officer', 'please', 'deliver', 'another', 'quarter', 'solid', 'result', 'recent', 'success', 'broad', 'base', 'speak', 'progress', 'diversify', 'business', 'terms', 'product', 'collection', 'distribution', 'channels', 'geography', 'area', 'business', 'contribute', 'growth', 'performance', 'product', 'fueling', 'current', 'momentum', 'result', 'quarter', 'encourage', 'ahead', 'thought', 'would', 'return', 'company', 'profitable', 'growth', 'achieve', 'level', 'earnings', 'point', 'company', 'development', 'importantly', 'performance', 'across', 'board', 'sales', 'tracking', 'ahead', 'expectation', 'distribution', 'channels', 'wholesale', 'retail', 'internet', 'geographic', 'region', 'america', 'europe', 'quarter', 'productive', 'summer', 'school', 'selling', 'season', 'wholesale', 'partner', 'report', 'weekly', 'performance', 'spring', 'summer', 'collection', 'throughout', 'august', 'trend', 'repeat', 'school', 'later', 'quarter', 'small', 'double', 'number', 'school', 'feature', 'three', 'campaign', 'cartoon', 'network', 'nickelodeon', 'network', 'amongst', 'others', 'please', 'first', 'attempt', 'capitalize', 'selling', 'period']
234
234
['build', 'performance', 'broad', 'assortment', 'product', 'america', 'wholesale', 'backlog', 'spring', 'double', 'growth', 'spread', 'across', 'broad', 'cross', 'section', 'wholesale', 'account', 'account', 'include', 'sport', 'good', 'better', 'department', 'store', 'family', 'footwear', 'approximately', 'wholesale', 'business', 'still', 'coming', 'independent', 'reflection', 'restore', 'relationship', 'success', 'visual', 'merchandising', 'program', 'additional', 'area', 'focus', 'crocs', 'america', 'first', 'development', 'crocs', 'draft', 'program', 'customer', 'program', 'provide', 'customer', 'access', 'crocs', 'product', 'internet', 'order', 'ship', 'direct', 'distribution', 'operation', 'initial', 'partner', 'experience', 'extraordinary', 'demand', 'crocs', 'product', 'model', 'exceed', 'projection', 'traditional', 'business', 'model', 'today', 'draft', 'partner', 'extensive']
235
235
236
236
237
237
['product', 'perform', 'company', 'own', 'retail', 'store', 'increase', 'global', 'retail', 'location', 'couple', 'store', 'fuel', 'increase', 'global', 'retail', 'sales', 'third', 'quarter', 'certainly', 'please', 'store', 'sales', 'third', 'quarter', 'however', 'think', 'undue', 'amount', 'attention', 'recently', 'focus', 'point', 'retail', 'larger', 'percentage', 'total', 'business', 'approximately', 'reporting', 'store', 'sales', 'result', 'retail', 'footprint', 'comprise', 'multiformats', 'include', 'cart', 'kiosk', 'mall', 'outlet', 'store', 'store', 'shop', 'major', 'retailer', 'street', 'store', 'globally']
238
238
['provide', 'result', 'really', 'provide', 'truly', 'accurate', 'picture', 'overall', 'retail', 'performance', 'believe', 'better', 'retail', 'business', 'growth', 'retail', 'location', 'couple', 'overall', 'retail', 'revenue', 'growth', 'review', 'financials', 'return', 'outline', 'growth', 'initiative']
239
239
240
240
['sales', 'increase', 'million', 'compare', 'million', 'sales', 'europe', 'increase', 'million', 'versus', 'million', 'sales', 'outside', 'unite', 'state', 'reflect', 'strong', 'global', 'reach', 'crocs', 'brand', 'average', 'selling', 'price', 'third', 'quarter', 'increase', '18.23', '17.69', 'product', 'continue', 'diversify', 'period', 'sales', 'coming', 'product', 'include', 'popular', 'collection', 'classic', 'represent', 'sales', 'respectively']
241
241
242
242
243
243
244
244
['turning', 'balance', 'sheet', 'end', '143.1', 'million', 'increase', 'million', 'september', 'company', 'compliance', 'covenant', 'important', 'amend', 'agreement', 'september', 'extend', 'maturity', 'september', 'decrease', 'interest', 'amend', 'certain', 'restrict', 'covenant', 'favorable', 'company', 'inventory', '142.5', 'million', 'september', '113.7', 'million', 'september', 'increase', 'result', 'multiple', 'factor', 'include', 'increase', 'backlog', 'september', 'increase', 'retail', 'location', 'strong', 'product', 'support', 'anticipate', 'higher', 'revenue', 'quarter', 'end', 'september', 'inventory', 'turnover', 'annualized', 'basis']
245
245
246
246
247
247
['mccarvel', 'thanks', 'state', 'earlier', 'ahead', 'schedule', 'multiyear', 'turnaround', 'outline', 'spring', 'still', 'amount', 'seasonality', 'business', 'base', 'backlog', 'million', 'september', 'expect', 'better', 'holiday', 'selling', 'season', 'evidence', 'increase', 'guidance', 'fourth', 'quarter', 'backlog', 'october', 'million', 'begin', 'momentum']
248
248
['recently', 'improve', 'result', 'combine', 'future', 'order', 'bolster', 'confidence', 'right', 'things', 'right', 'piece', 'place', 'drive', 'business', 'forward', 'continue', 'invest', 'things', 'perpetuate', 'recovery', 'beginning', 'product', 'design', 'development', 'building', 'success', 'collection', 'product', 'portfolio', 'comprise', 'several', 'style', 'innovative', 'collection', 'believe', 'broaden', 'brand', 'appeal', 'attract', 'consumer', 'crocs', 'continue', 'expand', 'customer', 'direct', 'business', 'component', 'invigorate', 'topline', 'create', 'strong', 'emotional', 'connection', 'consumer', 'worldwide', 'anticipate', 'ending', 'approximately', 'company', 'own', 'retail', 'location', 'initial', 'plan', 'include', 'roughly', 'location', 'growth', 'majority', 'location', 'outside', 'include', 'combination', 'price', 'store', 'shop', 'outlet', 'store']
249
249
250
250
251
251
252
252
['klinefelter', 'analyst', 'piper', 'jaffray', 'thanks', 'congratulations', 'sound', 'encourage', 'outlook', 'could', 'little', 'booking', 'looking', 'going', 'maybe', 'putting', 'context', 'dollar', 'value', 'versus', 'think', 'business', 'wholesale', 'piece', 'business', 'running', 'roughly', 'majority', 'shipping', 'first', 'quarter', 'think', 'flowing', 'first', 'couple', 'quarters']
253
253
254
254
['klinefelter', 'terms', 'retail', 'retail', 'business', 'focus', 'promotional', 'environment', 'looking', 'fourth', 'quarter', 'particularly', 'promotional', 'chain', 'business', 'bake', 'guidance', 'point', 'point', 'terms', 'retail', 'direct', 'business']
255
255
256
256
257
257
258
258
['klinefelter', 'terrific', 'others', 'congratulations']
259
259
260
260
261
261
262
262
['mccarvel', 'think', 'touch', 'quarter', 'desire', 'comfort', 'level', 'would', 'really', 'business', 'range', 'remains', 'target', 'sales', 'force', 'comfort', 'discuss', 'crocs', 'business']
263
263
['duffy', 'hopeful', 'retail', 'growth', 'mention', 'growth', 'number', 'think', 'square', 'footage', 'growth', 'mention', 'majority', 'growth', 'internationally', 'smaller', 'store', 'correct']
264
264
265
265
['duffy', 'respect', 'backlog', 'increase', 'backlog']
266
266
267
267
268
268
269
269
270
270
['chartier', 'analyst', 'monness', 'crespi', 'hardt', 'afternoon']
271
271
272
272
273
273
274
274
['chartier', 'impact', 'third', 'quarter', 'gross', 'margin', 'higher', 'labor', 'costs']
275
275
276
276
277
277
278
278
['chartier', 'forward']
279
279
['hammer', 'tax', '-forward', 'going', 'fourth', 'quarter', 'level']
280
280
281
281
['hammer', 'welcome']
282
282
['operator', 'poser', 'sterne']
283
283
['poser', 'analyst', 'sterne', 'afternoon', 'question', 'store', 'backlog', 'first', 'ask', 'mention', 'million', 'fourth', 'quarter', 'catch', 'total', 'dollar', 'amount', 'backlog']
284
284
['mccarvel', 'million']
285
285
['poser', 'alright']
286
286
287
287
288
288
289
289
290
290
['hammer', 'right']
291
291
292
292
['poser', 'store', 'opening', 'comp', 'feel', 'move', 'target', 'giving', 'square', 'footage', 'margin', 'square', 'footage', 'information', 'least', 'gauge', 'productivity']
293
293
['mccarvel', 'really', 'create', 'difficult', 'model', 'revenue', 'square', 'footage', 'look', 'kiosk', 'versus', 'look', 'retail', 'store', 'boston', 'completely', 'different', 'try', 'confuse']
294
294
295
295
['hammer', 'think', 'strategy', 'explain', 'convert', 'cart', 'kiosk', 'store', 'mislead', 'calculation', 'taking', 'square', 'footage', 'comping', 'cart', 'kiosk', 'convert', 'think', 'conversion', 'years', 'probably', 'another', 'couple', 'mislead', 'right', 'thing', 'store', 'growth', 'location', 'revenue', 'drive', 'higher', 'margin', 'business', 'mention', 'earlier']
296
296
['poser', 'going', 'store', 'growth', 'revenue', 'thinking', 'seem', 'square', 'footage', 'number']
297
297
['hammer', 'think', 'store', 'growth', 'mention', 'middle', 'planning', 'cycle', 'right', 'february', 'complete', 'plan', 'cycle', 'color', 'retail', 'growth']
298
298
['mccarvel', 'communicate', 'possible', 'understand', 'happening', 'business', 'consistent', 'methodology', 'metric', 'going', 'communicate']
299
299
['poser', 'question', 'couple', 'question', 'include', 'backlog', 'vendor', 'manage', 'program', 'going', 'sport', 'authority', 'selling', 'good', 'channel', 'backlog']
300
300
301
301
['poser', 'lastly', 'break', 'classics', 'basis', 'saying', 'classics', 'versus', 'versus', 'versus', 'maybe', 'sales']
302
302
303
303
304
304
['mccarvel', 'product', 'introduce', 'example', 'santa', 'product']
305
305
['poser', 'thank']
306
306
307
307
308
308
['anderson', 'analyst', 'davidson']
309
309
['mccarvel']
310
310
311
311
312
312
313
313
['mccarvel', 'thought', 'count', 'probably', 'think', 'terms', 'style', 'today', 'different', 'style', 'product', 'certain', 'style', 'customize', 'different', 'channels', 'slowly', 'methodically', 'return', 'older', 'product', 'different', 'methodology', 'come', 'building', 'product', 'consumer', 'still', 'looking', 'favorite', 'still', 'available', 'retail', 'store', 'online', 'think', 'probably', 'growth', 'style']
314
314
315
315
316
316
['anderson', 'looking', 'thought', 'would', 'gross', 'margin', 'move', 'around', 'want', 'probably', 'niche', 'factor', 'factor', 'generally', 'speaking', 'sense', 'things', 'thinking']
317
317
318
318
319
319
['mccarvel', 'thanks']
320
320
321
321
['operator', 'steven', 'martin', 'slater', 'capital', 'management']
322
322
['steven', 'martin', 'analyst', 'slater', 'capital', 'management', 'congratulations', 'great', 'turnaround']
323
323
['hammer', 'thanks', 'steve']
324
324
325
325
['mccarvel', 'steve', 'point', 'beginning', 'start', 'engage', 'select', 'product', 'select', 'store', 'little', 'right', 'sometimes', 'think', 'people', 'crocs', 'looking', 'little', 'impact', 'consumer', 'shop', 'think', 'channels', 'talk', 'call', 'channel', 'crocs', 'business', 'channel', 'overall', 'wholesale', 'business', 'important', 'customer', 'relationship', 'build', 'really', 'impact', 'overall', 'wholesale', 'business', 'overall', 'business']
326
326
['steven', 'martin', 'talking', 'customer', 'discuss', 'possibility', 'target', 'somebody', 'channel', 'anything', 'discus', 'still', 'works']
327
327
['mccarvel', 'actually', 'provide', 'target', 'jibbitz', 'brand', 'replace', 'similar', 'clogg', 'product', 'selling', 'manufacture', 'merchandising', 'jibbitz', 'jibbitz', 'accessory', 'shoes', 'lower', 'price', 'point', 'croslite', 'material', 'still', 'softness', 'durability', 'think', 'crocs', 'product', 'today', 'available', 'target', 'store', 'start', 'first', 'quarter']
328
328
329
329
330
330
['steven', 'martin', 'question', 'croslite', 'start', 'produce']
331
331
['mccarvel', 'actually', 'build', 'product', 'starting', 'first', 'base', 'output', 'material']
332
332
333
333
334
334
335
335
['mccarvel', 'anything', 'build']
336
336
['steven', 'martin', 'particular', 'purpose']
337
337
338
338
339
339
['mccarvel', 'thanks']
340
340
['hammer', 'thanks', 'steve']
341
341
342
342
343
343
['klinefelter', 'couple', 'quick', 'follow', 'backlog', 'rather', 'increase', 'going', 'little', 'color', 'major', 'three', 'major', 'geographic', 'region']
344
344
345
345
346
346
['klinefelter', 'percentage', 'total', 'increase', 'across', 'three']
347
347
['hammer', 'america', 'around', 'million', 'europe', 'million', 'million', 'think', 'important', 'first', 'program', 'three', 'program', 'apple', 'apple', 'million', 'backlog']
348
348
349
349
350
350
['klinefelter', 'thing', 'inventory', 'planning', 'purpose', 'expectation', 'going', 'forward', 'would', 'running', 'inventory', 'adjust', 'own', 'manufacture', 'mexico', 'balancing', 'facility', 'would', 'expect', 'inventory', 'future', 'sales', 'growth', 'would', 'sales', 'growth', 'think', 'going']
351
351
['mccarvel', 'think', 'getting', 'relative', 'sales', 'growth', 'internal', 'target', 'continue', 'inventory', 'times', 'better', 'working', 'planning']
352
352
['klinefelter', 'great', 'thank']
353
353
354
354
355
355
356
356
['operator', 'conclude', 'conference', 'today', 'thank', 'joining']
357
357
358
358
['conference', 'call', 'event', 'transcript', 'base', 'company', 'projection', 'forward', 'looking', 'statement', 'regard', 'variety', 'item', 'forward', 'looking', 'statement', 'base', 'current', 'expectation', 'involve', 'risk', 'uncertainty', 'actual', 'result', 'differ', 'materially', 'state', 'forward', 'looking', 'statement', 'base', 'number', 'important', 'factor', 'risk', 'specifically', 'identify', 'company', 'recent', 'filing', 'although', 'company', 'indicate', 'believe', 'assumption', 'underlie', 'forward', 'looking', 'statement', 'reasonable', 'assumption', 'could', 'prove', 'inaccurate', 'incorrect', 'therefore', 'assurance', 'result', 'contemplate', 'forward', 'looking', 'statement', 'realize']
359
359
360
361
361
['november']
362
363
363
364
365
365
366
367
367
368
369
370
370
371
371
['right', 'reserve']
372
372
373
373
374
375
375
['return']
376
377
377
['focus', 'document']
378
379
380
380
['disclosure']
381
382
382
['september', 'tuesday']
383
384
384
['crocs', 'credit', 'suisse', 'group', 'small', 'conference', 'final']
385
386
386
387
388
388
389
389
['hammer', 'crocs', 'chief', 'financial', 'officer']
390
390
391
391
['unidentified', 'participant', 'afternoon', 'welcome', 'lunch', 'please', 'crocs', 'management', 'today', 'represent', 'hammer', 'probably', 'assume', 'crocs', 'company', 'brand', 'need', 'little', 'introduction', 'anyway', 'given', 'appeal', 'popularity', 'imitation', 'flattery', 'company', 'flatter']
392
392
['course', 'flattery', 'replication', 'marketplace', 'create', 'skepticism', 'around', 'story', 'skepticism', 'crocs', 'another', 'address', 'running', 'course', 'look', 'rapid', 'consumer', 'adaption', 'follow', 'competitive', 'entrant', 'slow', 'growth', 'quick', 'decline']
393
393
['currently', 'follow', 'stock', 'rating', 'skepticism', 'generally', 'lead', 'opportunity', 'think', 'looking', 'closer', 'company', 'surface', 'business', 'early', 'stage', 'establish', 'establish', 'major', 'player', 'global', 'footwear', 'landscape', 'opportunity', 'brand', 'extension', 'beyond', 'traditional', 'style', 'familiar']
394
394
395
395
396
396
['hammer', 'chief', 'financial', 'officer', 'crocs', 'afternoon', 'everybody', 'think', 'quote', 'friend', 'former', 'company', 'rumor', 'demise', 'greatly', 'exaggerate']
397
397
398
398
['looking', 'review', 'afternoon', 'history', 'company', 'think', 'people', 'perception', 'crocs', 'really', 'represent', 'crocs', 'profitable', 'growth', 'going', 'review', 'company', 'today', 'region', 'think', 'important', 'global', 'nature', 'crocs', 'going', 'channels', 'particular', 'going', 'spend', 'talking', 'retail', 'retail', 'strategy', 'review', 'successful', 'marketing', 'campaign']
399
399
['first', 'history', 'crocs', 'relatively', 'short', 'crocs', 'develop', 'original', 'beautiful', 'global', 'footwear', 'company', 'establish', 'country', 'approximately', 'global', 'style', 'bring', 'profile', 'comfort', 'innovation', 'world', 'strong', 'statement', 'challenge', 'think', 'moment', 'someone', 'think']
400
400
['robust', 'product', 'several', 'pick', 'product', 'catalogue', 'visit', 'website', 'visit', 'store', 'faneuil', 'three', 'block', 'robust', 'product', 'profound', 'comfort', 'become', 'repeat', 'customer']
401
401
['looking', 'history', 'company', 'crocs', 'basically', 'company', 'sales', 'perspective', 'public', 'first', 'meaningful', 'revenue', 'brand', 'million', 'globally', 'recognize', 'country', 'establish', 'sustain', 'growth', 'drive', 'global', 'consumer', 'demand', 'casual', 'comfort']
402
402
['little', 'history', 'recovery', 'importantly', 'building', 'solid', 'foundation', 'company', 'strong', 'balance', 'sheet', 'continue', 'generate', 'build', 'work', 'building', 'focus', 'wholesale', 'customer', 'relationship', 'globally']
403
403
['reduce', 'inventory', 'successful', 'direct', 'consumer', 'global', 'expansion', 'retail', 'internet', 'exit', 'marginal', 'distribution', 'channels', 'strengthen', 'expand', 'product', 'importantly', 'streamline', 'operational', 'structure', 'leading', 'profitability']
404
404
['profitable', 'growth', 'strong', 'crocs', 'global', 'brand', 'please', 'progress', 'execute', 'strategy', 'return', 'profitable', 'growth']
405
405
['product', 'driving', 'growth', 'growth', 'drive', 'average', 'selling', 'price', 'improvement', 'introduce', 'product', 'higher', 'price', 'significant', 'gross', 'margin', 'improvement', 'leverage', 'execute', 'profitability', 'plan', 'invest', 'system', 'process', 'people', 'return', 'significant', 'second', 'quarter', 'sales', 'million', 'million', 'continue', 'build', 'generate']
406
406
407
407
['consumer', 'someone', 'someone', 'crocs', 'around', 'clock', 'morning', 'walking', 'getting', 'newspaper', 'afternoon', 'golfing', 'golfer', 'show', 'weekend', 'night', 'casual', 'whether', 'crocs', 'around', 'clock', 'woman', 'child']
408
408
409
409
410
410
['healthy', 'growth', 'global', 'internet', 'channel', 'represent', 'approximately', 'global', 'portfolio']
411
411
['expect', 'three', 'region', 'region', 'revenue', 'generate', 'internationally', 'region', 'america', 'include', 'canada', 'south', 'america', 'account', 'business', 'account', 'business', 'europe', 'business', 'strong', 'double', 'digit', 'growth', 'first', 'region', 'america', 'europe']
412
412
['channels', 'starting', 'global', 'wholesale', 'global', 'wholesale', 'strong', 'growth', 'region', 'america', 'europe', 'drive', 'strong', 'global', 'acceptance', 'product', 'portfolio', 'strong']
413
413
['spring', 'summer', 'book', 'early', 'finish', 'encourage', 'early', 'indication']
414
414
['retail', 'advantage', 'couple', 'retail', 'store', 'example', 'right', 'third', 'party', 'store', 'malaysia', 'retail', 'presence', 'around', 'world', 'substantial', 'retail', 'sales', 'growth', 'total', 'total', 'company', 'operate', 'retail', 'location', 'price', 'store', 'outlet', 'store', 'store', 'kiosk']
415
415
['third', 'party', 'partner', 'store', 'total', 'global', 'retail', 'location', 'expect', 'company', 'own', 'operate', 'retail', 'location', 'approximately', 'state', 'earnings']
416
416
['advantage', 'direct', 'consumer', 'retail', 'advantage', 'guarantee', 'access', 'consumer', 'second', 'guarantee', 'consumer', 'access', 'portfolio', 'instead', 'model', 'think', 'driving', 'increase']
417
417
418
418
['focus', 'third', 'quarter', 'expansion', 'retail', 'recently', 'successfully', 'mobile', 'commerce', 'internet', 'channel', 'advantage', 'guarantee', 'access', 'consumer', 'guarantee', 'consumer', 'access', 'portfolio']
419
419
['moment', 'retail', 'first', 'color', 'regard', 'retail', 'business', 'mention', 'earlier', 'global', 'retail', 'global', 'sales', 'location', 'outside', 'unite', 'state', 'global', 'retail', 'country', 'europe', 'america', 'obviously', 'subset']
420
420
421
421
422
422
423
423
['comp', 'report', 'include', 'impair', 'sales', 'history', 'grow', 'every', 'quarter', 'first', 'quarter', 'second', 'quarter', 'quarter', 'august', 'result', 'encourage', 'industry', 'performance', 'perspective', 'performance', 'experience', 'seeing', 'comp', 'throughs', 'strong']
424
424
425
425
426
426
427
427
['example', 'brazil', 'direct', 'couple', 'years', 'acceleration', 'market', 'years', 'normally', 'take', 'couple', 'years', 'direct', 'channel', 'setting', 'wholesale', 'retail', 'internet', 'business', 'establish', 'brand']
428
428
429
429
430
430
431
431
['streamline', 'supply', 'chain', 'system', 'transition', 'booking', 'touch', 'store', 'distribution', 'center', 'direct', 'factory', 'balance', 'manufacturing', 'third', 'party', 'contractor', 'versus', 'internal', 'capability', 'example', 'manufacturing', 'mexico', 'small', 'plant', 'italy', 'mexico', 'facility', 'give', 'strategic', 'advantage', 'quick', 'delivery', 'south', 'american', 'market', 'bypass', 'import', 'duty', 'china', 'implement', 'brazil', 'give', 'advantage']
432
432
['manufacturing', 'source', 'third', 'party', 'variable', 'continue', 'improvement', 'distribution', 'globally']
433
433
434
434
['share', 'spring', 'product', 'sample', 'product', 'lining', 'customer', 'product', 'introduction', 'successful', 'robust', 'excite', 'product', 'lineup', 'spring', 'summer', 'sample', 'spring', 'summer', 'collection', 'line', 'global', 'account']
435
435
436
436
437
437
['small', 'example', 'collection', 'spring', 'receive', 'customer', 'wholesale', 'retail', 'channels', 'throughout', 'world', 'excite', 'book', 'spring', 'summer']
438
438
['product', 'great', 'design', 'leadership', 'around', 'world', 'design', 'resource', 'italy', 'japan', 'reason', 'successful', 'globally', 'collaborate', 'design', 'design', 'process', 'global', 'collaboration', 'input', 'region', 'culture', 'leverage', 'trend', 'occur', 'region']
439
439
['spring', 'product', 'introduction', 'strength', 'growth', 'marketing', 'campaign', 'change', 'sponsorship', 'formally', 'sponsor', 'volleyball', 'sponsorship', 'around', 'world', 'direct', 'consumer', 'marketing']
440
440
['little', 'spring', 'summer', 'advertising', 'campaign', 'success', 'school', 'advertising', 'campaign', 'success', 'drive', 'business', 'wholesale', 'consumer', 'direct', 'retail', 'internet', 'channels', 'significant', 'product', 'channels', 'wholesale', 'retail', 'consumer', 'direct', 'result', 'advertising', 'campaign']
441
441
['investment', 'highlight', 'crocs', 'unique', 'strong', 'balance', 'global', 'business', 'model', 'business', 'outside', 'rely', 'region', 'channel', 'balance', 'wholesale', 'retail', 'internet', 'three', 'region', 'europe', 'america', 'balance', 'large', 'loyal', 'consumer', 'faneuil', 'first', 'crocs', 'buy', 'become', 'repeat', 'customer', 'correlation']
442
442
['diversify', 'sales', 'contribution', 'mention', 'terms', 'channels', 'geography', 'demographic', 'product', 'style', 'balance', 'model', 'piece', 'business', 'others', 'highly', 'leverage', 'piece']
443
443
['enhance', 'product', 'design', 'integrate', 'marketing', 'strategy', 'moment', 'driving', 'growth', 'opportunity', 'channel', 'segmentation', 'robust', 'expand', 'product', 'portfolio', 'strategic', 'investment', 'continue', 'create', 'industry', 'leading', 'margin', 'expansion', 'reduction']
444
444
['little', 'marketing', 'campaign', 'campaign', 'create', 'wonder', 'everybody', 'think', 'crocs', 'first', 'mention', 'standing', 'brand', 'alienate', 'audience', 'know', 'love', 'iconic']
445
445
446
446
447
447
['video', 'playing']
448
448
['hammer', 'spring', 'product', 'wheel', 'spring', 'march', 'april', 'beginning', 'fuel', 'wholesale', 'customer', 'retail', 'store', 'internet', 'running', 'commercial', 'throughs', 'product', 'comp', 'dramatically']
449
449
['school', 'crocs', 'traditionally', 'product', 'school', 'take', 'eight', 'product', 'school', 'feature', 'three', 'product', 'formerly', 'crocs', 'always', 'school', 'hole', 'teacher', 'concern', 'people', 'drop', 'pencil', 'school', 'boards', 'could', 'crocs']
450
450
451
451
452
452
['video', 'playing']
453
453
['hammer', 'three', 'product', 'first', 'little', 'internet', 'shoes', 'leaf', 'second', 'third', 'sneaker', 'three', 'since', 'launch', 'third', 'quarter']
454
454
455
455
456
456
['unidentified', 'audience', 'member', 'stock', 'aware', 'volatile', 'could', 'comment', 'rumor', 'sales', 'surround']
457
457
['hammer', 'question', 'volatility', 'stock', 'think', 'business', 'discussion', 'retail', 'comp', 'direct', 'straightforward', 'think', 'need', 'analysis', 'really', 'means', 'impair', 'sales', 'august', 'september', 'comparison', 'mathematics', 'sales', 'going', 'meaningful', 'measurement']
458
458
459
459
460
460
461
461
462
462
463
463
464
464
465
465
466
466
['unidentified', 'audience', 'member', 'inaudible', 'question', 'microphone', 'inaccessible']
467
467
468
468
469
469
470
470
471
471
472
472
['unidentified', 'audience', 'member', 'inaudible', 'question', 'microphone', 'inaccessible']
473
473
['hammer', 'question', 'could', 'invest', 'address', 'investment', 'marketing', 'marketing', 'investment', 'result', 'strong', 'strong', 'product', 'think', 'continue', 'investment', 'market', 'think', 'crucial', 'build', 'region', 'country', 'continue', 'investment', 'marketing', 'direct', 'consumer', 'strong', 'correlation', 'bottom', 'marketing', 'investment', 'direct', 'consumer']
474
474
['anybody']
475
475
476
476
477
477
['thomson', 'financial', 'reserves', 'right', 'change', 'document', 'content', 'information', 'without', 'obligation', 'notify', 'person', 'change']
478
478
479
479
['information', 'contain', 'event', 'transcript', 'textual', 'representation', 'applicable', 'company', 'conference', 'effort', 'provide', 'accurate', 'transcription', 'material', 'error', 'omission', 'inaccuracy', 'reporting', 'substance', 'conference', 'call', 'thomson', 'financial', 'applicable', 'company', 'applicable', 'company', 'assume', 'responsibility', 'investment', 'decision', 'base', 'information', 'provide', 'event', 'transcript', 'user', 'advise', 'review', 'applicable', 'company', 'conference', 'applicable', 'company', 'filing', 'making', 'investment', 'decision']
480
481
481
482
483
483
['language', 'english']
484
485
485
486
487
487
488
489
490
490
['copyright']
491
491
['right', 'reserve']
492
492
['copyright']
493
493
['right', 'reserve']
494
495
495
['return']
496
497
497
['focus', 'document']
498
499
500
500
501
502
502
['august', 'thursday']
503
504
504
['crocs', 'earnings', 'conference', 'final']
505
506
506
['length', 'words']
507
508
508
['corporate', 'participant']
509
509
510
510
['conference', 'participant']
511
511
512
512
['presentation']
513
513
['operator', 'welcome', 'crocs', 'incorporate', 'fiscal', 'second', 'quarter', 'earnings', 'conference', 'participant', 'listen', 'following', 'presentation', 'conduct', 'question', 'answer', 'session', 'would', 'remind', 'everyone', 'conference', 'record']
514
514
515
515
516
516
['listening', 'advise', 'refer', 'crocs', 'annual', 'report', 'document', 'file', 'additional', 'discussion', 'factor', 'crocs', 'intend', 'forward', 'looking', 'statement', 'protect', 'harbor', 'provision', 'security', 'exchange', 'crocs', 'obligate', 'update', 'forward', 'looking', 'statement', 'reflect', 'impact', 'future', 'event']
517
517
['would', 'mccarvel', 'chief', 'executive', 'officer', 'crocs', 'please', 'ahead']
518
518
['mccarvel', 'chief', 'executive', 'officer', 'crocs', 'thank', 'operator', 'afternoon', 'thank', 'joining', 'second', 'quarter', 'earnings', 'today', 'hammer', 'chief', 'financial', 'officer', 'please', 'announce', 'better', 'expect', 'operate', 'result', 'second', 'quarter']
519
519
['clearly', 'seeing', 'financial', 'benefit', 'executing', 'strategic', 'share', 'earnings', 'call', 'striving', 'develop', 'global', 'brand', 'balance', 'business', 'model']
520
520
521
521
['second', 'performance', 'customer', 'direct', 'channel', 'reflect', 'solid', 'growth', 'expansion', 'store', 'sales', 'example', 'store', 'sales', 'market', 'third', 'operate', 'margin', 'region', 'reflect', 'effort', 'talented', 'global', 'operations', 'evolve', 'business', 'model', 'continue', 'develop', 'unique', 'season', 'replenishment', 'system']
522
522
['fourth', 'costs', 'align', 'business', 'model', 'increase', 'marketing', 'spend', 'quarter', 'million', 'million', 'drive', 'brand', 'awareness', 'product', 'introduction', 'channel', 'sales', 'wholesale', 'customer', 'globally', 'striving', 'develop', 'balance', 'business', 'globally', 'working', 'minimize', 'seasonality', 'product', 'portfolio']
523
523
['revenue', 'increase', 'million', 'adjust', 'revenue', 'million', 'report', 'second', 'quarter', 'exclude', 'million', 'previously', 'impair', 'product', 'sales', 'report', 'international', 'sales', 'account', 'total', 'revenue', 'continue', 'believe', 'strategic', 'strength', 'crocs', 'encourage', 'development', 'middle', 'market']
524
524
['please', 'resurgence', 'wholesale', 'business', 'channel', 'invest', 'significant', 'management', 'effort', 'methodically', 'rebuild', 'wholesale', 'business', 'especially', 'market', 'sales', 'crocs', 'product', 'major', 'retail', 'partner', 'department', 'store', 'family', 'channels', 'sport', 'good', 'independent', 'consistently', 'early', 'customer', 'return', 'retailer', 'actively', 'looking', 'brand']
525
525
526
526
527
527
528
528
529
529
530
530
531
531
532
532
['would']
533
533
['hammer', 'chief', 'financial', 'officer', 'crocs', 'thanks', 'thanks', 'everyone', 'joining', 'today', 'listening', 'webcast', 'begin', 'review', 'income', 'statement', 'starting', 'revenue', 'total', 'revenue', 'second', 'quarter', 'increase', 'million', 'adjust', 'revenue', 'million', 'report', 'second', 'quarter', 'exclude', 'million', 'previously', 'impair', 'sales', 'state', 'would', 'recur', 'basis', 'revenue', 'increase']
534
534
535
535
536
536
537
537
538
538
['continue', 'great', 'success', 'collection', 'woman', 'footwear', 'three', 'style', 'school', 'collection']
539
539
['average', 'selling', 'price', 'second', 'quarter', 'increase', '17.76', '15.80', 'product', 'continue', 'diversify', 'period', 'sales', 'coming', 'spring', 'summer', 'product', 'include', 'popular', 'collection', 'classic', 'represent', 'sales', 'respectively', 'shift', 'towards', 'higher', 'percentage', 'product', 'higher', 'price', 'point', 'expect', 'continue', 'increase', 'future', 'period']
540
540
['gross', 'profit', 'gross', 'profit', 'increase', '131.9', 'million', 'compare', '101.1', 'million', 'gross', 'margin', 'basis', 'point', 'significant', 'improvement', 'gross', 'profit', 'result', 'effective', 'reduction', 'action', 'namely', 'consolidation', 'global', 'warehouse', 'footprint', 'efficient', 'supply', 'chain', 'include', 'greater', 'degree', 'direct', 'shipment', 'customer', 'increase', 'sales', 'contribution', 'consumer', 'direct', 'division', 'carry', 'higher', 'gross', 'margin', 'wholesale', 'channel']
541
541
['decrease', 'million', 'million', 'compare', '125.6', 'million', 'percentage', 'sales', 'decrease', 'quarter', 'reminder', 'retail', 'expense', 'include', 'occupancy', 'costs', 'store', 'labor', 'third', 'operate', 'budget', 'retail', 'relate', 'costs', 'include', 'million', 'million', 'remain', 'fairly', 'constant', 'percent', 'revenue']
542
542
543
543
544
544
545
545
['balance', 'sheet', 'end', 'million', 'increase', 'million', 'company', 'compliance', 'covenant']
546
546
['inventory', '113.6', 'million', 'slight', 'increase', 'inventory', '111.6', 'million', 'end', 'account', 'receivable', 'million', 'compare', 'million']
547
547
['guidance', 'expect', 'revenue', 'approximately', 'million', 'increase', 'third', 'quarter', 'adjust', 'revenue', 'million', 'exclude', 'million', 'impair', 'product', 'sales', 'state', 'would', 'reoccurring', 'basis', 'expect', 'third', 'quarter', 'revenue', 'approximately']
548
548
549
549
['expect', 'remainder', 'third', 'quarter', 'approximately', 'project', 'capital', 'expenditure', 'approximately', 'million']
550
550
['closing', 'comment']
551
551
['mccarvel', 'thanks', 'please', 'solid', 'growth', 'revenue', 'couple', 'effects', 'gross', 'margin', 'improvement', 'continue', 'manage', 'develop', 'brand', 'carefully', 'sustain', 'growth']
552
552
['conclusion', 'evidence', 'mount', 'crocs', 'turnover', 'irrefutably', 'underway', 'prematurely', 'publish', 'obituary', 'positive', 'achievement', 'company', 'brand', 'product', 'month']
553
553
554
554
555
555
['operator', 'thank', 'operator', 'instructions', 'first', 'question', 'anderson', 'davidson']
556
556
['anderson', 'analyst', 'davidson', 'afternoon', 'congratulations', 'another', 'quarter']
557
557
558
558
['anderson', 'welcome', 'thank', 'couple', 'question', 'first', 'focus', 'gross', 'margin', 'extraordinarily', 'versus', 'think', 'expect', 'probably', 'people', 'sense', 'comment', 'second', 'lower', 'relative', 'describe', 'level', 'seem', 'business', 'going', 'tracking', 'little', 'color', 'think', 'second']
559
559
560
560
['secondly', 'reduction', 'supply', 'chain', 'efficiency', 'working', 'month', 'continue', 'balance', 'sheet', 'really', 'direct', 'consumer', 'solid', 'quarter', 'especially', 'new', 'product', 'launch', 'talk', 'prior', 'call', 'higher', 'driving', 'better', 'margin']
561
561
['think', 'think', 'second', 'margin', 'expect', 'margin', 'difference', 'whole', 'process', 'think', 'important', 'point', 'factor', 'going', 'influence', 'margin', 'second', 'quarter', 'always', 'high', 'quarter', 'traditionally', 'high', 'quarter', 'going', 'little', 'lower', 'volume', 'going', 'impact', 'gross', 'margin']
562
562
['winter', 'product', 'slightly', 'lower', 'margin', 'compare', 'spring', 'summer', 'line', 'share', 'piece', 'industry', 'today', 'going', 'dynamic', 'asian', 'supply', 'partner', 'going', 'level', 'increase', 'impact', 'margin', 'level']
563
563
564
564
565
565
['anderson', 'figure', 'helpful', 'comment', 'store', 'sales', 'recall', 'tracking', 'april', 'acceleration', 'could', 'whether', 'marketing', 'promotion', 'might', 'kick', 'color']
566
566
['hammer', 'second', 'quarter', 'actually', 'strong', 'advertising', 'impact', 'product', 'little', 'short', 'consumer', 'direct', 'channels', 'could', 'wholesale', 'channels', 'first', 'another', 'point', 'comp', 'right', 'america', 'really', 'seeing', 'acceleration', 'direct', 'channels', 'comp', 'strong', 'exceed', 'expectation']
567
567
['anderson', 'terrific', 'somebody', 'talk', 'incremental', 'marketing', 'spend', 'obviously', 'seeing', 'comp', 'getting', 'benefit', 'direct', 'broadly', 'already', 'putting', 'marketing', 'dollar', 'going', 'things', 'incremental', 'spend']
568
568
['mccarvel', 'going', 'continue', 'wholesale', 'customer', 'program', 'third', 'quarter', 'thing', 'starting', 'tomorrow', 'school', 'video', 'start', 'multiple', 'channels', 'market', 'first', 'support', 'school', 'shoes', 'launching', 'book', 'shipping', 'wholesale', 'basis', 'three', 'model', 'today', 'running', 'tagline', 'nordstrom', 'product']
569
569
570
570
571
571
572
572
['anderson', 'great', 'thank', 'congratulations', 'everyone', 'terrific', 'quarter']
573
573
['hammer', 'thank']
574
574
['klinefelter', 'analyst', 'piper', 'jaffray', 'wholesale', 'business', 'think', 'digging', 'little', 'deep', 'success', 'turnaround', 'wholesale', 'using', 'example', 'drill', 'little', 'particular', 'strength', 'coming', 'think', 'volume', 'gain', 'versus', 'number', 'door', 'versus', 'number', 'style', 'sense', 'direction', 'wholesale', 'channel', 'taking', 'brand', 'break', 'level', 'understand', 'building', 'process', 'comment', 'actually', 'miss', 'comment', 'spring', 'booking', 'numbers', 'point']
575
575
['mccarvel', 'think', 'briefly', 'question', 'first', 'book', 'numbers', 'starting', 'book', 'august', 'cycle', 'start', 'week', 'think', 'talk', 'count', 'something', 'move', 'volume', 'really', 'indication', 'higher', 'level', 'maybe', 'channels', 'little', 'answer', 'question', 'color']
576
576
577
577
578
578
579
579
['klinefelter', 'helpful', 'terms', 'couple', 'housekeeping', 'modeling', 'question', 'spending', 'million', 'million', 'additional', 'marketing', 'given', 'initiative', 'place', 'offset', 'efficiency', 'realize', 'generally', 'speaking', 'think', 'dollar', 'think', 'terms', 'dollar', 'growth', 'point']
580
580
['giving', 'specific', 'guidance', 'given', 'seasonality', 'business', 'thinking', 'early', 'going', 'quarter']
581
581
582
582
583
583
584
584
['mccarvel', 'wholesale', 'direct', 'business', 'tough', 'quarter', 'product', 'standpoint', 'working', 'overcome', 'right', 'break', 'marginally', 'profitable', 'accelerate', 'spring', 'summer', 'product']
585
585
586
586
587
587
588
588
['market', 'place', 'really', 'differ', 'information', 'going', 'retail', 'season', 'upcoming', 'christmas', 'holiday', 'season', 'economy', 'going', 'election', 'coming', 'november', 'think', 'sensitive', 'happen', 'discount', 'effect', 'sales']
589
589
['klinefelter', 'great', 'thanks', 'congratulations', 'someone']
590
590
['mccarvel', 'thanks']
591
591
592
592
['duffy', 'analyst', 'stifel', 'nicolaus', 'thank', 'great', 'quarter', 'everyone', 'understanding', 'business', 'mention', 'increase', 'backlog', 'could', 'repeat', 'book', 'business', 'statistic--']
593
593
['hammer', 'second', 'wholesale', 'business', 'book']
594
594
595
595
['hammer', 'spring', 'summer', 'book', 'ship', 'heavy', 'second', 'quarter', 'large', 'quarter', 'seasonality', 'standpoint', 'please', 'strength', 'book', 'right', 'backlog']
596
596
['mccarvel', 'think', 'point', 'portion', 'presentation', 'healthier', 'position', 'going', 'almost', 'million']
597
597
['duffy', 'great', 'book', 'element', 'progress', 'direction', 'still', 'navigate', 'business', 'towards']
598
598
599
599
600
600
601
601
['hammer', 'guidance', 'would', 'assume', 'comp', 'quarter', 'would']
602
602
603
603
604
604
605
605
606
606
['hammer', 'thanks']
607
607
['operator', 'mitch', 'kummetz', 'robert', 'baird']
608
608
['kevin', 'analyst', 'robert', 'baird', 'actually', 'kevin', 'calling', 'mitch', 'think', 'break', 'growth', 'rates', 'wholesale', 'retail', 'within', 'geographical', 'region', 'would', 'quarter']
609
609
610
610
['kevin', 'think', 'mention', 'within', 'wholesale', 'channel', 'family', 'sport', 'good', 'department', 'store', 'independent', 'quarter', 'confirm', 'specifically', 'within', 'family', 'channel', 'think', 'comment', 'famous', 'footwear', 'door', 'looking', 'expand', 'plan', 'remainder']
611
611
['mccarvel', 'kevin', 'think', 'growth', 'marketplace', 'wholesale', 'growth', 'account', 'overall', 'revenue', 'wholesale', 'important', 'especially', 'specific', 'account', 'famous', 'footwear', 'carnival', 'dillard', 'number', 'growth', 'clear', 'count', 'number', 'today', 'specific', 'store']
612
612
613
613
['kevin', 'terms', 'product', 'increase', 'going', 'expect', 'going', 'forward', 'quantify', 'second', 'possibly', 'seeing', 'first']
614
614
615
615
['kevin', 'thanks']
616
616
617
617
['chartier', 'analyst', 'monness', 'crespi', 'hardt', 'afternoon', 'couple', 'quick', 'question', 'first', 'sg&a.', 'believe', 'guide', 'million', 'prior', 'add', 'million', 'million', 'wonder', 'spending', 'million', 'million', 'number']
618
618
619
619
620
620
['mccarvel', 'right', 'happen', 'happening', 'little', 'within', 'shifting', 'number', 'shop', 'short', 'store', 'going', 'rapid', 'previously', 'discuss', 'add', 'incremental', 'price', 'retail', 'store', 'incremental', 'outlet', 'store', 'mainly']
621
621
['chartier', 'margin', 'better', 'price', 'store', 'shop']
622
622
623
623
624
624
625
625
626
626
627
627
628
628
629
629
['chartier', 'then--']
630
630
631
631
632
632
['mccarvel', 'move', 'especially', 'northern', 'portion', 'japan', 'korea', 'china', 'really', 'rainy', 'weather', 'early', 'china', 'store', 'japan', 'store', 'quarter', 'quarter', 'store', 'southern', 'portion', 'northern', 'hemisphere', 'singapore', 'southern', 'store', 'comp', 'equal', 'think', 'impact', 'weather', 'japan', 'still', 'difficult', 'retail', 'climate', 'happy', 'nominally', 'comp', 'market']
633
633
['chartier', 'improvement', 'trend', 'better', 'weather']
634
634
635
635
['chartier', 'store', 'comping', 'positively']
636
636
['mccarvel']
637
637
['chartier', 'great', 'thanks']
638
638
639
639
640
640
641
641
642
642
['mccarvel', 'think', 'standpoint', 'believe', 'inventory', 'position', 'shortage', 'consumer', 'demand', 'outstrip', 'selling', 'product', 'expect', 'inventory', 'quarter', 'quarter', 'really', 'drive', 'replenishment', 'model', 'times', 'times', 'company', 'product', 'shortage', 'especially', 'selling', 'product']
643
643
644
644
['mccarvel', 'crocslite', 'material', 'start', 'product', 'performance', 'similar', 'exist', 'material', 'consumer', 'standpoint', 'really', 'change', 'product', 'performance']
645
645
646
646
['mccarvel', 'better', 'yield', 'factory', 'higher', 'production', 'benefit', 'derive', 'material', 'production', 'standpoint']
647
647
['steven', 'martin', 'alright', 'least', 'stand', 'restructure', 'process', 'issue', 'space', 'facility', 'people', 'system', 'cetera', 'shedding', 'excess']
648
648
649
649
['think', 'footprint', 'position', 'going', 'forward', 'transition', 'quarter', 'distribution', 'center', 'basically', 'restructure', 'around', 'manufacturing', 'distribution', 'logistics', 'office', 'globally', 'complete', 'continue', 'invest', 'rapid', 'system', 'support', 'three', 'channel', 'sales', 'strategy', 'move', 'fairly', 'rapid', 'start', 'stability', 'system', 'month', 'start', 'drive', 'additional', 'efficiency', 'headcount', 'efficiency', 'standpoint']
650
650
651
651
['operator', 'operator', 'instructions', 'question', 'conference', 'speaker', 'closing', 'remark']
652
652
653
653
654
654
['thomson', 'financial', 'reserves', 'right', 'change', 'document', 'content', 'information', 'without', 'obligation', 'notify', 'person', 'change']
655
655
656
656
657
658
658
['august']
659
660
660
['language', 'english']
661
662
662
['transcript', '080510a3255376.776']
663
664
664
['publication', 'transcript']
665
666
667
667
['copyright']
668
668
['right', 'reserve']
669
669
670
670
['right', 'reserve']
671
672
672
673
674
674
675
676
677
677
678
679
679
680
681
681
['crocs', 'piper', 'jaffray', 'consumer', 'conference', 'final']
682
683
683
684
685
685
['corporate', 'participant']
686
686
687
687
688
688
['klinefelter', 'piper', 'jaffray', 'analyst']
689
689
690
690
691
691
692
692
['hammer', 'crocs', 'international', 'hiding']
693
693
['klinefelter', 'finance', 'planning', 'perhaps', 'could', 'couple', 'general', 'comment', 'maybe', 'recent', 'quarter', 'report', 'guidance', 'primary', 'strategic', 'objective', 'question']
694
694
['hammer', 'think', 'afternoon', 'everybody', 'think', 'maybe', 'little', 'color', 'first', 'quarter', 'earnings', 'update', 'launch', 'pretty', 'major', 'marketing', 'campaign', 'traditionally', 'sponsorship', 'event', 'advertising', 'nascar', 'truck', 'really', 'target', 'market', 'target', 'market', 'female', 'population', 'nascar', 'truck']
695
695
['change', 'advertising', 'hire', 'cramer', 'krasselt', 'chicago', 'consumer', 'focus', 'marketing', 'launch', 'bus', 'billboard', 'asking', 'analyst', 'meeting', 'morning', 'actually', 'television', 'advertisement', 'gear', 'lady', 'show', 'watch', 'interest', 'actually', 'commercial', 'number']
696
696
['store', 'comp', 'showing', 'april', 'minutes', 'first', 'always', 'cautious', 'right', 'marketing', 'marketing', 'campaign', 'nothing', 'memorial', 'weekend', 'weather', 'marketing', 'right']
697
697
['pretty', 'please', 'showing', 'several', 'people', 'breakout', 'sessions', 'expand', 'europe', 'second', 'first', 'quarter', 'going', 'expand', 'advertising', 'campaign', 'second', 'get', 'response']
698
698
699
699
['question', 'answer']
700
700
['klinefelter', 'start', 'anyone', 'question', 'ahead']
701
701
702
702
703
703
['hammer']
704
704
['unidentified', 'audience', 'member', 'inaudible', 'question', 'microphone', 'inaccessible']
705
705
['hammer', 'question', 'maybe', 'years', 'would', 'think', 'count']
706
706
707
707
['talk', 'analyst', 'revenue', 'getting', 'model', 'collect', 'model', 'nordstrom', 'model', 'revenue', 'mislead', 'information', 'comparable', 'information', 'outside', 'first', 'thing', 'stop', 'giving', 'door', 'think', 'meaningful', 'industry', 'measurement', 'think', 'lead', 'confuse', 'information']
708
708
709
709
710
710
['start', 'thinking', 'count', 'going']
711
711
712
712
713
713
['unidentified', 'audience', 'member', 'inaudible', 'question', 'microphone', 'inaccessible']
714
714
['hammer', 'great', 'question']
715
715
716
716
717
717
718
718
719
719
720
720
['working', 'custom', 'design', 'shoes', 'store', 'looking', 'still', 'working']
721
721
['unidentified', 'audience', 'member', 'inaudible', 'question', 'microphone', 'inaccessible']
722
722
723
723
724
724
725
725
['sport', 'good', 'channel', 'moment', 'narrow', 'carry', 'inventory', 'position', 'selloff', 'beginning', 'crocs', 'display', 'right', 'middle', 'aisle', 'walk', 'right', 'department']
726
726
727
727
728
728
729
729
730
730
['mccarvel', 'great', 'want', 'chase', 'growth', 'growth', 'sustainable', 'growth', 'high', 'profit', 'region', 'great', 'future', 'going', 'door', 'working', 'sustainable', 'showing', 'replace', 'merchandise', 'going', 'door', 'example', 'various', 'channels']
731
731
['europe', 'change', 'taking', 'distributor', 'france', 'spain', 'germany', 'going', 'direct', 'market', 'going', 'direct', 'salesforce', 'calling', 'wholesale', 'account', 'expand', 'retail', 'europe', 'europe', 'large', 'footwear', 'market', 'opportunity', 'better', 'think', 'control', 'destiny', 'direct', 'access', 'consumer']
732
732
['going', 'expand', 'retail', 'europe', 'happening', 'second', 'start', 'impact', 'changeover', 'distributor', 'country', 'mention', 'give', 'ability', 'direct', 'wholesale', 'account']
733
733
['mention', 'south', 'america', 'market', 'phenomenal', 'brazil', 'china', 'growing', 'rapidly', 'brazil', 'triple', 'since', 'join', 'company', 'little', 'years', 'china', 'growing', 'nicely']
734
734
['generally', 'take', 'three', 'years', 'market', 'mature', 'point', 'distribution', 'point', 'presence', 'making', 'logistics', 'country', 'proper', 'right', 'marketing', 'exposure', 'brand', 'perspective']
735
735
736
736
['australia', 'singapore', 'malaysia', 'philippines', 'direct', 'australia', 'direct', 'korea', 'malaysia', 'philippines', 'indonesia', 'thailand', 'distributor', 'market', 'first', 'quarter', 'region', 'double', 'digit', 'first', 'quarter', 'please', 'sales', 'growth']
737
737
738
738
739
739
740
740
741
741
742
742
['unidentified', 'audience', 'member', 'inaudible', 'question', 'microphone', 'inaccessible']
743
743
['hammer']
744
744
745
745
746
746
747
747
748
748
749
749
['hammer', 'guess', 'answer', 'words', 'place', 'think', 'anything', 'country', 'third', 'recognize', 'footwear', 'brand', 'globally', 'country', 'million', 'seventh', 'existence', 'three', 'years', 'public', 'consumer', 'unbelievable', 'loyal', 'people', 'crocs', 'phenomenal', 'statistic']
750
750
751
751
['unidentified', 'audience', 'member', 'inaudible', 'question', 'microphone', 'inaccessible']
752
752
['hammer', 'buy', 'crocs', 'everyone', 'know', 'brand', 'call', 'heir', 'grace', 'acquire', 'lovely', 'name', 'samantha', 'australia', 'designer', 'shoes', 'actually', 'store', 'open', 'couple', 'week', 'high', 'sellers', 'selling', 'store', 'sales', 'crocs', 'selling', 'wear', 'country', 'designer', 'shoes', 'comfortable', 'dance', 'swell']
753
753
['unidentified', 'audience', 'member', 'inaudible', 'question', 'microphone', 'inaccessible']
754
754
['hammer', 'right', 'beach', 'cayman', 'longer', 'legally', 'look', 'porsche', 'classic', 'sales', 'think', 'company', 'tremendously', 'successful', 'refresh', 'product', 'product', 'refresh', 'product', 'yukon', 'right', 'leather', 'upper', 'beach', 'cayman', 'refresh', 'third', 'generation']
755
755
['classic', 'crocband', 'replace', 'crocband', 'catalog', 'popular', 'right', 'hot', 'selling', 'product', 'crocband', 'crocband', 'crocband', 'lady', 'higher', 'price', 'point', 'right', 'percent', 'portfolio', 'classics', 'become', 'smaller', 'piece', 'replace', 'model', 'higher', 'price']
756
756
['strategy', 'think', 'mention', 'conference', 'going', 'gradually', 'bring', 'product', 'continually', 'raise', 'price', 'gradually', 'introduce', 'actually', 'kicking', 'could', 'take', 'crocband', 'higher', 'popular', 'right', 'santa', 'another', 'popular']
757
757
['klinefelter', 'terms', 'strength', 'china', 'particular', 'position', 'appropriately', 'knockoff', 'target', 'particularly', 'country', 'transpire', 'terms', 'pricing', 'positioning', 'brand']
758
758
759
759
['little', 'price', 'careful', 'point', 'distribution', 'agent', 'distributor', 'third', 'factory', 'mold', 'knockoff', 'focusing', 'enforcement', 'enforcement', 'design', 'every', 'country', 'every', 'model', 'think', 'years', 'correct', 'wrong', 'spend', 'million', 'legal', 'defense', 'chase', 'place', 'chase', 'chase', 'factory', 'making', 'mold', 'enforcement']
760
760
761
761
['price', 'little', 'cheap', 'world', 'china', 'incur', 'shipping', 'costs', 'market', 'afford', 'margin', 'pretty', 'close', 'charge', 'little', 'price', 'people', 'really', 'product', 'china', 'knockoff', 'store', 'china', 'walk', 'beautiful', 'store', 'nice', 'knockoff', 'store', 'store', 'week', 'later']
762
762
['pretty', 'successful', 'enforcement', 'common', 'question', 'get', 'ruling', 'first', 'quarter', 'receive', 'design', 'infringement', 'battle', 'couple', 'years', 'august', 'finalize', 'ruling', 'already', 'ruling', 'favor', 'design', 'import', 'knockoff', 'target', 'costcos', 'plastic', 'crocs', 'shape', 'little', 'different', 'might', 'triangle', 'diamond', 'longer', 'impound', 'customs']
763
763
['unidentified', 'audience', 'member', 'inaudible', 'question', 'microphone', 'inaccessible']
764
764
765
765
['europe', 'europe', 'customs', 'bureau', 'enforce', 'design', 'grab', 'almost', 'million', 'import', 'found', 'people', 'europe', 'working', 'distributor', 'given', 'walk']
766
766
['never', 'entirely', 'always', 'going', 'think', 'right', 'get', 'design', 'standpoint', 'enforcement', 'action', 'factory', 'china', 'strong', 'position']
767
767
768
768
['hammer', 'business', 'business', 'probably', 'growing', 'little', 'globally']
769
769
770
770
['hammer', 'whole', 'business', 'dip', 'dollar', 'basis']
771
771
['unidentified', 'audience', 'member', 'inaudible', 'question', 'microphone', 'inaccessible']
772
772
['hammer', 'percentage', 'pretty', 'consistent', 'portfolio', 'years', 'quarter', 'quarter', 'certain', 'quarters']
773
773
['thing', 'mention', 'going', 'focus', 'school', 'advertising', 'going', 'second', 'going', 'focus', 'school', 'crocs', 'never', 'really', 'participate', 'school', 'market', 'shoes', 'clog', 'flop', 'allow', 'school']
774
774
775
775
['align', 'customer', 'globally', 'seeing', 'pretty', 'strong', 'response', 'shoes', 'launching', 'effort', 'going', 'advertising', 'dollar', 'behind', 'think', 'great', 'market', 'crocs', 'school', 'child', 'category', 'question']
776
776
['unidentified', 'audience', 'member', 'inaudible', 'question', 'microphone', 'inaccessible']
777
777
778
778
779
779
['klinefelter', 'direct', 'ecommerce', 'business', 'retail', 'comp', 'tracking']
780
780
['hammer', 'internet', 'business', 'earnings', 'million', 'april', 'first', 'quarter', 'growth', 'short', 'product', 'mention', 'wholesale', 'customer', 'first', 'load', 'product', 'internet', 'second', 'quarter', 'quarter', 'though', 'finance']
781
781
782
782
['hammer', 'right', 'thanks', 'everybody']
783
783
784
784
['conference', 'call', 'event', 'transcript', 'base', 'company', 'projection', 'forward', 'looking', 'statement', 'regard', 'variety', 'item', 'forward', 'looking', 'statement', 'base', 'current', 'expectation', 'involve', 'risk', 'uncertainty', 'actual', 'result', 'differ', 'materially', 'state', 'forward', 'looking', 'statement', 'base', 'number', 'important', 'factor', 'risk', 'specifically', 'identify', 'company', 'recent', 'filing', 'although', 'company', 'indicate', 'believe', 'assumption', 'underlie', 'forward', 'looking', 'statement', 'reasonable', 'assumption', 'could', 'prove', 'inaccurate', 'incorrect', 'therefore', 'assurance', 'result', 'contemplate', 'forward', 'looking', 'statement', 'realize']
785
785
['information', 'contain', 'event', 'transcript', 'textual', 'representation', 'applicable', 'company', 'conference', 'effort', 'provide', 'accurate', 'transcription', 'material', 'error', 'omission', 'inaccuracy', 'reporting', 'substance', 'conference', 'call', 'thomson', 'financial', 'applicable', 'company', 'applicable', 'company', 'assume', 'responsibility', 'investment', 'decision', 'base', 'information', 'provide', 'event', 'transcript', 'user', 'advise', 'review', 'applicable', 'company', 'conference', 'applicable', 'company', 'filing', 'making', 'investment', 'decision']
786
787
787
[]
788
789
789
['language', 'english']
790
791
791
['transcript', '060910a3098871.771']
792
793
793
['publication', 'transcript']
794
795
796
796
797
797
798
798
['copyright']
799
799
['right', 'reserve']
800
801
801
802
803
803
['focus', 'document']
804
805
806
806
['disclosure']
807
808
808
809
810
810
811
812
812
813
814
814
815
815
816
816
['conference', 'participant']
817
817
818
818
['presentation']
819
819
820
820
['participant', 'listen', 'following', 'presentation', 'conduct', 'question', 'answer', 'session', 'instructions', 'provide', 'would', 'remind', 'everyone', 'conference', 'record', 'later', 'eastern']
821
821
['earlier', 'afternoon', 'crocs', 'announce', 'first', 'quarter', 'financial', 'result', 'press', 'release', 'found', 'company', 'website', 'reconciliation', 'measure', 'mention', 'found', 'investor', 'relations', 'section', 'crocs', 'website', 'company', 'would', 'remind', 'everyone', 'information', 'provide', 'forward', 'looking', 'accordingly', 'subject', 'harbor', 'provisions', 'federal', 'security', 'statement', 'concern', 'plan', 'belief', 'forecast', 'guidance', 'projection', 'expectation', 'estimate', 'future', 'operations']
822
822
823
823
['crocs', 'intend', 'forward', 'looking', 'statement', 'protect', 'harbor', 'provisions', 'security', 'exchange', 'crocs', 'obligate', 'update', 'forward', 'looking', 'statement', 'reflect', 'impact', 'future', 'event']
824
824
825
825
826
826
['today', 'hammer', 'crocs', 'chief', 'financial', 'officer', 'happy', 'performance', 'crocs', 'first', 'quarter', 'revenue', 'growth', 'reflect', 'market', 'acceptance', 'product', 'operate', 'income', 'solidly', 'ahead', 'guidance', 'provide', 'earlier', 'marks', 'fourth', 'consecutive', 'quarter', 'exceed', 'expectation', 'ahead', 'multi', 'strategy', 'today', 'earnings', 'little', 'concise', 'focus', 'metrics', 'event', 'business', 'prior', 'earnings', 'call']
827
827
828
828
['start', 'first', 'quarter', 'result', 'dramatically', 'better', 'guidance', 'highlight', 'dilute', 'earnings', 'share', 'improvement', 'begin', 'sales', 'million', 'forecast', 'range', 'million', 'million', 'reminder', 'first', 'quarter', 'include', 'million', 'sales', 'impair', 'footwear', 'previously', 'state', 'would', 'expect', 'anniversary', 'exclude', 'impair', 'footwear', 'sales', 'growth', 'quarter']
829
829
['importantly', 'growth', 'quarter', 'drive', 'strengthen', 'wholesale', 'first', 'quarter', 'versus', 'press', 'release', 'experience', 'double', 'digit', 'revenue', 'growth', 'every', 'region', 'quarter', 'sales', 'benefit', 'focus', 'product', 'marketing', 'strategy', 'invest', 'considerable', 'resource', 'month', 'bring', 'market', 'innovative', 'footwear', 'collection', 'appeal', 'broad', 'audience', 'better', 'represent', 'relax', 'lifestyle', 'nature', 'crocs', 'brand', 'initial', 'effort', 'spring', 'highlight', 'crocband', 'collection', 'woman', 'wedge', 'flats', 'collection', 'range', 'product']
830
830
['roll', 'marketing', 'advertising', 'campaign', 'march', 'start', 'europe', 'early', 'initial', 'reaction', 'generally', 'positive', 'encourage', 'april', 'wholesale', 'channel', 'retail', 'store', 'customer', 'already', 'realize', 'comfort', 'consumer', 'direct', 'advertising', 'strategy', 'showing']
831
831
['distinct', 'model', 'today', 'crocs', 'significant', 'progress', 'restructure', 'business', 'operations', 'crocs', 'result', 'reflect', 'accomplishment', 'benefit', 'strong', 'business', 'continue', 'offer', 'consumer', 'unique', 'replenishment', 'model', 'season', 'summer', 'product', 'realize', 'ahead', 'create', 'company', 'deliver', 'consistent', 'growth', 'enhance', 'profitability', 'entire', 'organization', 'remains', 'commit', 'objective']
832
832
['review', 'numbers']
833
833
834
834
835
835
['result', 'total', 'revenue', 'first', 'quarter', 'increase', '166.9', 'million', 'compare', '134.9', 'million', 'channel', 'wholesale', 'channel', 'sales', '120.2', 'million', 'retail', 'channel', 'sales', 'million', 'internet', 'channel', 'sales', 'increase', 'million', 'end', 'first', 'quarter', 'company', 'operate', 'retail', 'location', 'compare', 'increase', 'store', 'store']
836
836
837
837
['geographic', 'region', 'sales', 'increase', 'million', 'compare', 'million', 'sales', 'america', 'million', 'million', 'sales', 'europe', 'increase', 'million', 'versus', 'million', 'total', 'sales', 'outside', 'unite', 'state', 'brand', 'ocean', 'mind', 'jibbitz', 'combine', 'represent', 'total', 'revenue', 'first', 'quarter', 'combine', 'brand', 'quarter', 'compare', 'average', 'selling', 'price', 'first', 'quarter', 'increase', '16.41', '15.11']
838
838
839
839
['successful', 'reduction', 'action', 'clearly', 'evident', 'gross', 'margin', 'achieve', 'first', 'quarter', '1,500', 'basis', 'point', 'gross', 'profit', 'first', 'quarter', 'improve', 'million', 'compare', 'million', 'dramatic', 'improvement', 'primarily', 'attributable', 'favorable', 'product', 'shift', 'savings', 'realize', 'restructure', 'business', 'model', 'month', 'discuss', 'previous', 'earnings', 'call', 'decrease', 'distribution', 'footprint', 'logistic', 'costs', 'efficient', 'direct', 'order', 'processing']
840
840
['increase', 'million', 'compare', 'million', 'reminder', 'retail', 'expense', 'include', 'occupancy', 'costs', 'store', 'labor', 'third', 'operate', 'budget', 'retail', 'relate', 'costs', 'include', 'million', 'million', 'remain', 'fairly', 'constant', 'percent', 'revenue', 'exclude', 'retail', 'relate', 'costs', 'percentage', 'retail', 'revenue', 'leverage', 'basis', 'point', 'continue', 'better', 'leverage']
841
841
842
842
843
843
844
844
845
845
846
846
847
847
848
848
849
849
850
850
['third', 'continue', 'improve', 'wholesale', 'channel', 'business', 'conjunction', 'consumer', 'direct', 'division', 'provide', 'balance', 'distribution', 'strategy', 'allow', 'reach', 'consumer', 'different', 'channels', 'continue', 'wholesale', 'channel', 'number', 'country', 'region', 'america', 'quarter', 'certainly', 'help', 'strengthening', 'economy', 'importantly', 'successfully', 'expand', 'presence', 'major', 'customer', 'wholesale', 'channel', 'europe', 'encourage', 'progress', 'towards', 'strengthening', 'wholesale', 'distribution', 'channel', 'revenue', 'increase', 'first', 'quarter']
851
851
852
852
['continue', 'focus', 'business', 'structure', 'aim', 'improve', 'margin', 'effectively', 'manage', 'percentage', 'revenue', 'costs', 'quarter', 'retail', 'presence', 'expand', 'globally', 'ability', 'better', 'leverage', 'space', 'continue', 'focus', 'savings', 'initiative', 'exercise', 'discipline', 'future', 'investment']
853
853
854
854
['amaze', 'crocs', 'change', 'month', 'product', 'continue', 'resonate', 'consumer', 'worldwide', 'gain', 'traction', 'sales', 'channels', 'across', 'region', 'growth', 'operate', 'margin', 'expand', 'return', 'profitability', 'appreciate', 'everyone', 'faith', 'brand', 'work', 'appreciate', 'extraordinary', 'effort', 'crocs', 'employee', 'globally', 'recreate', 'crocs', 'starting']
855
855
856
856
857
857
858
858
859
859
860
860
['jeffrey', 'klinefelter', 'analyst', 'piper', 'jaffray', 'congratulations', 'whole', 'great', 'great', 'start']
861
861
['want', 'matrix', 'revenue', 'little', 'detail', 'possible', 'could', 'sense', 'direct', 'growth', 'rates', 'channel', 'excuse']
862
862
863
863
864
864
865
865
['hammer']
866
866
867
867
868
868
869
869
870
870
['jeffrey', 'klinefelter', 'internet', 'addition']
871
871
['hammer', 'correct']
872
872
['jeffrey', 'klinefelter', 'numbers']
873
873
['hammer', 'internet', 'business', 'slightly', 'america', 'europe', 'market']
874
874
875
875
['hammer', 'total', 'internet', 'piece', 'america', 'little', 'starting']
876
876
877
877
878
878
879
879
880
880
['clarify', 'wholesale', 'revenue', 'mid-20', 'america', 'europe']
881
881
882
882
['jeffrey', 'klinefelter']
883
883
['numbers', 'would', 'higher']
884
884
885
885
['jeffrey', 'klinefelter', 'great', 'helpful', 'thank']
886
886
['terms', 'guidance', 'think', 'revenue', 'guidance', 'range', 'terms', 'channels', 'geography', 'anything', 'aware', 'relative', 'perform', 'heading', 'looking', 'change', 'deviation', 'pattern']
887
887
['mccarvel', 'think', 'right', 'market', 'growing', 'solidly', 'change', 'similarly', 'think', 'could', 'little', 'softness', 'europe', 'replenishment', 'model', 'asian', 'market', 'little', 'dropoff', 'europe']
888
888
['jeffrey', 'klinefelter', 'could', 'repeat', 'booking', 'numbers', 'share']
889
889
['mccarvel', 'booking', 'winter', 'backlog', 'march', 'million', 'think', 'think', 'carry', 'backlog', 'going', 'ship', 'backlog', 'ship', 'early']
890
890
891
891
892
892
893
893
['jeffrey', 'klinefelter', 'question', 'someone']
894
894
895
895
896
896
['maybe', 'first', 'question', 'efficiency', 'drive', 'within', 'manufacturing', 'model', 'today', 'talk', 'things', 'manufacturing', 'operations', 'bringing', 'second', 'generation', 'material', 'think', 'neutral', 'going', 'forward', 'manufacturing', 'standpoint', 'things', 'think', 'everybody', 'know', 'capacity', 'getting', 'little', 'tight', 'especially', 'china', 'footwear', 'company', 'structure', 'change', 'china', 'direct', 'manufacturer', 'going', 'think', 'internal', 'efficiency', 'offset']
897
897
898
898
['jeffrey', 'klinefelter', 'great', 'thank']
899
899
900
900
['operator', 'question', 'duffy', 'thomas', 'weisel', 'partner']
901
901
902
902
['duffy', 'analyst', 'thomas', 'weisel', 'partner', 'sorry', 'start']
903
903
904
904
905
905
906
906
907
907
908
908
['duffy']
909
909
910
910
911
911
912
912
913
913
914
914
915
915
['european', 'wholesale', 'numbers', 'commentary', 'speak', 'specifically', 'progress', 'maybe', 'mention', 'specific', 'account', 'type', 'account', 'getting', 'increase', 'traction', 'european', 'business']
916
916
917
917
918
918
['france', 'inaudible', 'major', 'department', 'store', 'chains', 'pick', 'brand', 'previous', 'years', 'giving', 'distribution', 'think', 'market', 'difficult', 'economic', 'standpoint', 'recession', 'backlog', 'product', 'channel', 'independent', 'retailer', 'embrace', 'brand', 'product']
919
919
920
920
['duffy', 'encourage']
921
921
['could', 'speak', 'progress', 'making', 'terms', 'service', 'level', 'better', 'keeping', 'retailer', 'stock', 'rebuilding', 'crocs', 'brand', 'channel', 'partner']
922
922
923
923
924
924
['operator', 'question', 'mitch', 'kummetz', 'robert', 'baird']
925
925
926
926
927
927
928
928
929
929
['product', 'standpoint', 'launching', 'march', 'uplift', 'think', 'april', 'allude', 'marketing', 'campaign', 'european', 'print', 'medium', 'european', 'market', 'start']
930
930
['mitch', 'kummetz']
931
931
['impact', 'guessing', 'second', 'quarter', 'first', 'quarter', 'although', 'anniversarying', 'things', 'promotional', 'strategy', 'place']
932
932
['mccarvel', 'start', 'little', 'color']
933
933
934
934
['hammer', 'mitch', 'going']
935
935
936
936
['continue', 'identify', 'area', 'business', 'ability', 'costs', 'important', 'investment', 'improve', 'efficiency', 'accelerate', 'topline', 'business', 'system', 'mention', 'earlier', 'remain', 'comfortable', 'expectation', 'expect', 'continue', 'additional', 'progress', 'towards', 'balance']
937
937
938
938
939
939
940
940
941
941
['mitch', 'kummetz']
942
942
['looking', 'look', 'quarter', 'increase', 'backlog', 'book', 'could', 'number', 'going', 'think', '16.50', 'third', 'quarter', 'talking', 'teens', 'given', 'think', 'talking', 'woman', 'boot', 'would', 'think', 'probably', 'woman', 'least', 'higher', 'price', 'point']
943
943
['mccarvel', 'think', 'question', 'first', 'think', 'growth', 'somewhere', 'range', 'period', 'product', 'slightly', 'lower', 'price', 'second', 'piece', 'think', 'range', 'technical', 'difficulty', 'third', 'quarter', 'winter', 'product']
944
944
945
945
['mccarvel', 'thanks', 'mitch']
946
946
947
947
['question', 'anderson', 'davidson']
948
948
['anderson', 'analyst', 'davidson', 'everyone', 'quarter', 'couple', 'question']
949
949
['getting', 'question', 'actually', 'closing', 'remark', 'talking', 'bringing', 'new', 'distribution', 'online', 'new', 'retail', 'partner', 'curious', 'would', 'little', 'color', 'family', 'specialty', 'online', 'first', 'quarter', 'looking', 'names', 'great', 'sense', 'channel', 'new', 'month']
950
950
['mccarvel', 'think', 'wholesale', 'business', 'really', 'across', 'channels', 'major', 'partner', 'smaller', 'retailer', 'category', 'really', 'work', 'sales', 'force', 'really', 'work', 'build', 'lifestyle', 'brand', 'across', 'multiple', 'channels', 'portfolio', 'product', 'today', 'talk', 'think', 'start', 'family', 'channel', 'famous', 'footwear', 'number', 'retailer', 'think', 'really', 'brand', 'consumer', 'think', 'famous', 'excellent', 'first', 'quarters', 'expand', 'number', 'door', 'number', 'carry']
951
951
952
952
['move', 'margin', 'obvious', 'going', 'anyway', 'margin', 'going', 'wholesale', 'move', 'different', 'direction', 'wholesale', 'margin', 'actually', 'better', 'right', 'conclusion', 'miss', 'something']
953
953
954
954
['think', 'explain', 'really', 'going', 'innovative', 'things', 'logistic', 'standpoint', 'product', 'store', 'factory', 'retail', 'location', 'take', 'significant', 'better', 'expect', 'happy', 'progress', 'quarter']
955
955
956
956
957
957
['mccarvel', 'product', 'reduce', 'price', 'great', 'product', 'great', 'price']
958
958
['anderson', 'perfect']
959
959
960
960
961
961
['anderson', 'thanks']
962
962
963
963
['unidentified', 'participant', 'analyst', 'afternoon']
964
964
['first', 'question', 'believe', 'estimate', 'exclude', 'impair', 'unit', '18.65', 'curious', 'drove', 'lower', 'reverse', 'number', 'first', 'quarter']
965
965
['hammer', 'first', 'quarter', 'without', 'impair']
966
966
['unidentified', 'participant']
967
967
['growth', 'drive', 'growth', 'expansion', 'within', 'exist', 'door', 'greater', 'emphasis', 'booking']
968
968
['hammer', 'wholesale', 'account', 'growth', 'market', 'across', 'board', 'mention', 'earlier']
969
969
['unidentified', 'participant', 'right']
970
970
['drive', 'primarily', 'increase', 'count', 'selling', 'expand', 'assortment', 'within', 'exist', 'door']
971
971
['mccarvel', 'expansion', 'within', 'exist', 'door', 'think', 'talk', 'really', 'expand', 'growth', 'greatly', 'exist', 'market', 'efficiently', 'product', 'channels', 'already']
972
972
973
973
['advertising', 'dollar', 'partner', 'starting', 'spending', 'seeing']
974
974
['mccarvel', 'marketing', 'number', 'major', 'partner', 'think', 'seeing', 'door', 'visibility', 'crocs', 'product', 'expose']
975
975
['unidentified', 'participant', 'great', 'thanks']
976
976
['operator', 'piper', 'jaffray', 'klinefelter']
977
977
['jeffrey', 'klinefelter', 'thanks', 'couple', 'follow', 'question']
978
978
['expectation', 'quarterly', 'balance', 'relative']
979
979
['hammer', 'increase', 'second', 'quarter', 'retail', 'store', 'mention']
980
980
981
981
982
982
['jeffrey', 'klinefelter']
983
983
['would', 'moderation', 'charge']
984
984
['hammer', 'correct']
985
985
986
986
['actually', 'question', 'sg&a.', 'talking', 'dollar', 'figure', 'would', 'slightly', 'total', 'sound', 'things', 'change', 'slightly', 'slightly', 'higher', 'expansion', 'fast', 'expansion', 'company', 'own', 'door', 'little', 'allocate', 'marketing', 'momentum', 'wholesale', 'would', 'accurate']
987
987
988
988
989
989
990
990
['mccarvel', 'total']
991
991
992
992
993
993
994
994
['mccarvel']
995
995
996
996
997
997
['hammer', 'think', 'spoke', '150ish', 'range', 'little', 'ballpark', 'maybe', 'little', 'lower', 'point', 'inaudible']
998
998
['jeffrey', 'klinefelter']
999
999
['lastly', 'anything', 'could', 'provide', 'guidance', 'start', 'strong', 'forecast', 'start', 'thinking', 'topline', 'environment', 'balance', 'context', 'booking', 'backlog', 'general', 'direction']
1000
1000
1001
1001
1002
1002
1003
1003
['jeffrey', 'klinefelter', 'thank']
1004
1004
['mccarvel', 'thanks']
1005
1005
['operator', 'appear', 'question', 'point']
1006
1006
['things', 'speaker', 'additional', 'closing', 'remark']
1007
1007
['mccarvel', 'behalf', 'crocs', 'would', 'thank', 'everyone', 'today', 'light', 'think', 'prove', 'successful', 'global', 'brand', 'know', 'float', 'beginning', 'loyal', 'customer', 'afloat', 'tough', 'times', 'still', 'phase', 'journey', 'thank', 'joining', 'today']
1008
1008
['operator', 'conclude', 'today', 'conference', 'thank', 'joining']
1009
1009
['thomson', 'financial', 'reserves', 'right', 'change', 'document', 'content', 'information', 'without', 'obligation', 'notify', 'person', 'change']
1010
1010
['conference', 'call', 'event', 'transcript', 'base', 'company', 'projection', 'forward', 'looking', 'statement', 'regard', 'variety', 'item', 'forward', 'looking', 'statement', 'base', 'current', 'expectation', 'involve', 'risk', 'uncertainty', 'actual', 'result', 'differ', 'materially', 'state', 'forward', 'looking', 'statement', 'base', 'number', 'important', 'factor', 'risk', 'specifically', 'identify', 'company', 'recent', 'filing', 'although', 'company', 'indicate', 'believe', 'assumption', 'underlie', 'forward', 'looking', 'statement', 'reasonable', 'assumption', 'could', 'prove', 'inaccurate', 'incorrect', 'therefore', 'assurance', 'result', 'contemplate', 'forward', 'looking', 'statement', 'realize']
1011
1011
['information', 'contain', 'event', 'transcript', 'textual', 'representation', 'applicable', 'company', 'conference', 'effort', 'provide', 'accurate', 'transcription', 'material', 'error', 'omission', 'inaccuracy', 'reporting', 'substance', 'conference', 'call', 'thomson', 'financial', 'applicable', 'company', 'applicable', 'company', 'assume', 'responsibility', 'investment', 'decision', 'base', 'information', 'provide', 'event', 'transcript', 'user', 'advise', 'review', 'applicable', 'company', 'conference', 'applicable', 'company', 'filing', 'making', 'investment', 'decision']
1012
1013
1013
[]
1014
1015
1015
['language', 'english']
1016
1017
1017
['transcript', '050610a3037711.711']
1018
1019
1019
1020
1021
1022
1022
['copyright']
1023
1023
['right', 'reserve']
1024
1024
['copyright']
1025
1025
1026
0
1
2
3
4
4
5
5
['request', 'tuesday', '09:07:00']
6
7
7
8
9
9
['university', 'liverpool']
10
10
['sydney', 'jones', 'library']
11
11
12
13
14
14
15
16
17
17
18
18
19
20
21
21
22
22
[]
23
23
24
25
26
26
27
27
['fedex', 'earnings', 'conference', 'final', 'disclosure', 'march', 'wednesday', '10193', 'words']
28
29
30
30
31
31
32
33
34
34
35
35
['fedex', 'earnings', 'conference', 'final', 'disclosure', 'september', 'wednesday', 'words']
36
37
38
38
['return']
39
40
40
['document']
41
42
43
43
['disclosure']
44
45
45
['wednesday']
46
47
47
48
49
49
50
51
51
52
52
['mickey', 'foster']
53
53
54
54
['smith']
55
55
56
56
['glenn']
57
57
58
58
[]
59
59
['fedex', 'corporation']
60
60
61
61
['fedex', 'corporation', 'president', 'fedex', 'express']
62
62
63
63
['fedex', 'corporation', 'president', 'fedex', 'freight']
64
64
['henry', 'maier']
65
65
['fedex', 'corporation', 'president', 'fedex', 'ground']
66
66
['carter']
67
67
['fedex', 'corporation', 'fedex', 'information', 'services']
68
68
['conference', 'participant']
69
69
['hoexter']
70
70
['merrill', 'lynch', 'analyst']
71
71
72
72
['deutsche', 'analyst']
73
73
74
74
['william', 'blair', 'company', 'analyst']
75
75
76
76
77
77
78
78
79
79
['scott', 'schneeberger']
80
80
81
81
['atkins']
82
82
83
83
['allison', 'landry']
84
84
85
85
86
86
87
87
['william', 'greene']
88
88
['morgan', 'stanley', 'analyst']
89
89
90
90
91
91
['david']
92
92
['stifel', 'nicolaus', 'analyst']
93
93
94
94
95
95
96
96
['barclays', 'capital', 'analyst']
97
97
98
98
['capital', 'market', 'analyst']
99
99
['david', 'vernon']
100
100
['sanford', 'bernstein', 'company', 'analyst']
101
101
102
102
103
103
104
104
105
105
106
106
['mickey', 'foster', 'fedex', 'corporation', 'morning', 'welcome', 'fedex', 'corporation', 'fourth', 'quarter', 'earnings', 'conference', 'fourth', 'quarter', 'earnings', 'release', '31-page', 'website', 'broadcast', 'website', 'replay', 'podcast', 'available']
107
107
['joining', 'today', 'member', 'medium', 'question', 'answer', 'session', 'caller', 'limited', 'question', 'order', 'allow', 'accommodate', 'would', 'participate']
108
108
['listening', 'webcast', 'submit', 'question', 'message', 'please', 'include', 'contact', 'information', 'question', 'ir@fedex.com', 'address']
109
109
['question', 'please', 'include', 'fedex', 'message', 'preference', 'given', 'inquiry', 'strategic', 'nature']
110
110
111
111
112
112
['extent', 'disclose', 'financial', 'measure', 'please', 'refer', 'investor', 'relations', 'portion', 'website', 'reconciliation', 'measure', 'directly', 'comparable', 'measure']
113
113
114
114
['chairman', 'smith', 'share', 'view', 'quarter']
115
115
['smith', 'chairman', 'fedex', 'corporation', 'morning', 'everyone', 'course', 'quarterly', 'earnings', 'fedex', 'business', 'issue', 'quarter', 'experience', 'unprecedented', 'inexplicable', 'tragedy']
116
116
['first', 'highway', 'crash', 'california', 'fedex', 'freight', 'vehicle', 'student', 'result', 'worst', 'accident', 'history', 'fatality', 'others', 'injure', 'shooting', 'fedex', 'ground', 'facility', 'atlanta', 'trouble', 'young', 'commit', 'suicide', 'people', 'seriously', 'wounded']
117
117
118
118
119
119
['summer', 'serving', 'fine', 'executive', 'retire', 'cathy', 'chief', 'financial', 'officer', 'fedex', 'express', 'leaving', 'years', 'fedex', 'corporate', 'president', 'retire', 'years', 'company', 'would', 'thank', 'cathy', 'service', 'contribution', 'fedex', 'nothing', 'retirement']
120
120
['glenn', 'economic', 'forecast', 'comment', 'result', 'outlook']
121
121
[]
122
122
123
123
124
124
['expectation', 'economic', 'growth', 'remainder', 'actually', 'improve', 'somewhat', 'expect', 'industrial', 'production', 'growth', 'calendar']
125
125
['global', 'economy', 'recover', 'setback', 'slowdown', 'china', 'steadily', 'improve', 'expect', 'global', 'growth', 'calendar', 'calendar']
126
126
['couple', 'comment', 'company', 'yield', 'performance', 'segment', 'exclude', 'impact', 'express', 'domestic', 'package', 'yield', 'increase', 'fourth', 'quarter', 'increase', 'drive', 'weight', 'product']
127
127
['ground', 'package', 'yield', 'increase', 'fourth', 'quarter', 'exclude', 'impact', 'increase', 'drive', 'discount', 'product', 'extra', 'service']
128
128
129
129
['rates', 'however', 'improve', 'quarter', 'change', 'shipment', 'characteristic', 'include', 'higher', 'weight', 'shipment', 'result', 'decline', 'yield', 'hundredweight', 'contribute', 'margin', 'improvement']
130
130
131
131
['fedex', 'corporation', 'thank']
132
132
133
133
['ground', 'play', 'prominent', 'success', 'quarter', 'operate', 'margin', 'freight', 'income', 'impressive', 'versus', 'adjust', 'income', 'segment', 'increase', 'operate', 'income', 'adjust', 'basis', 'despite', 'fewer', 'operate']
134
134
['express', 'solid', 'quarter', 'express', 'operate', 'income', 'versus', 'adjust', 'income', 'operate', 'margin', 'improve', 'despite', 'significant', 'negative', 'impact', 'quarter']
135
135
136
136
137
137
['turning', 'ground', 'segment', 'ground', 'achieve', 'operate', 'margin', 'benefit', 'higher', 'average', 'daily', 'volume', 'increase', 'revenue', 'package', 'smartpost', 'volume', 'decline', 'quarter', 'volume', 'increase', 'exclude', 'change', 'shipping', 'pattern', 'large', 'customer', 'overall', 'yield', 'increase', 'smartpost']
138
138
['fedex', 'freight', 'excellent', 'quarter', 'operate', 'income', 'increase', 'million', 'versus', 'adjust', 'income', 'freight', 'truckload', 'average', 'daily', 'shipment', 'increase', 'demand', 'priority', 'service']
139
139
['fedex', 'repurchase', 'million', 'share', 'approximately', 'billion', 'million', 'acquire', 'fourth', 'quarter']
140
140
141
141
142
142
['ground', 'apply', 'dimensional', 'weight', 'pricing', 'shipment', 'effective', 'january', 'currently', 'ground', 'apply', 'weight', 'pricing', 'package', 'cubic', 'change', 'better', 'align', 'pricing', 'deliver']
143
143
['turning', 'outlook', 'base', 'economic', 'outlook', 'talk', 'momentum', 'project', 'earnings', 'dilute', 'share']
144
144
['outlook', 'assume', 'impact', 'include', 'approximately', 'benefit', 'share', 'buyback', 'substantially', 'complete', 'total', 'million', 'share', 'remain', 'exist', 'share', 'repurchase', 'authorization', 'complete', 'share', 'repurchase']
145
145
['laser', 'focus', 'improve', 'operate', 'result', 'operate', 'segment', 'anticipate', 'revenue', 'earnings', 'growth', 'ongoing', 'improvement', 'transportation', 'segment', 'moderate', 'global', 'economic', 'growth', 'driving', 'volume', 'yield', 'increase']
146
146
['overarch', 'achieve', 'annual', 'double', 'digit', 'operate', 'margin', 'total', 'company', 'future', 'expect', 'revenue', 'earnings', 'increase', 'express', 'primarily', 'improve', 'domestic', 'international', 'yield', 'continue', 'focus', 'revenue', 'quality', 'ongoing', 'execution', 'profit', 'improvement', 'program', 'great', 'management']
147
147
148
148
['ground', 'segment', 'revenue', 'operate', 'income', 'expect', 'volume', 'growth', 'across', 'major', 'services', 'market', 'share', 'gain', 'anticipate', 'yield', 'growth', 'yield', 'management', 'program', 'include', 'recently', 'announce', 'dimensional', 'weight', 'rating', 'change']
149
149
150
150
151
151
152
152
['mention', 'finance', 'executive', 'leaving', 'cathy', 'replace', 'elise', 'jordan', 'position', 'senior', 'strategic', 'financial', 'planning', 'analysis', 'express', 'elise', 'years', 'experience', 'express', 'although', 'cathy', 'elise', 'fantastic']
153
153
154
154
155
155
['pension', 'plan', 'substantial', 'funds', 'expect', 'benefit', 'payment', 'fund', 'strong', 'asset', 'return', 'expect', 'lower', 'retirement', 'costs']
156
156
['capex', 'projection', 'total', 'billion', 'project', 'defer', 'capex', 'expect', 'increase', 'approximately', 'billion', 'deferral', 'plan', 'aircraft', 'delivery', 'support', 'fleet', 'modernization', 'program', 'profit', 'improvement', 'program', 'continue', 'expansion', 'ground', 'network']
157
157
158
158
159
159
['question', 'answer']
160
160
['operator', 'operator', 'instructions']
161
161
162
162
['hoexter', 'analyst', 'merrill', 'lynch', 'great', 'morning', 'congrats', 'double', 'digit', 'margin', 'fourth', 'quarter']
163
163
164
164
165
165
['significantly', 'revise', 'billion', 'still', 'working', 'still', 'generally', 'category']
166
166
['adjust', 'international', 'network', 'reach', 'goal', 'significantly', 'capacity', 'october', 'going', 'continue']
167
167
['bronczek', 'president', 'fedex', 'express', 'fedex', 'corporation', 'thanks', 'allen', 'thanks', 'question', 'comment', 'track', 'target', 'profit', 'improvement', 'running', 'importantly', 'track', 'target', 'track', 'target', 'profits', 'actually', 'talk']
168
168
['right', 'though', 'actually', 'different', 'makeup', 'different', 'better', 'management', 'partly', 'global', 'shift', 'business', 'defer', 'traffic', 'enter', 'marketplace', 'network', 'quite', 'frankly']
169
169
170
170
171
171
172
172
173
173
174
174
175
175
['operator', 'salmon', 'deutsche']
176
176
177
177
['thank', 'fedex', 'ground', 'change', 'extension', 'dimensional', 'weight', 'pricing', 'policy', 'place', 'dimensional', 'weight', 'pricing', 'common', 'industry', 'practice', 'place', 'ground', 'package', 'measuring', 'cubic', 'several', 'years']
178
178
179
179
180
180
181
181
182
182
['operator', 'brochmann', 'william', 'blair', 'company']
183
183
184
184
185
185
186
186
['bronczek', 'bronczek', 'enter', 'international', 'priority', 'question']
187
187
['first', 'important', 'fedex', 'express', 'international', 'priority', 'global', 'network', 'represent', 'international', 'revenue', 'always', 'always', 'prominent', 'dominant', 'network', 'point', 'quarter', 'yield', 'quarter']
188
188
189
189
190
190
['basically', 'spending', 'capital', 'major', 'initiative', 'first', 'growth', 'ground', 'network', 'continue', 'exploit', 'great', 'improvement', 'ground', 'place', 'decade']
191
191
192
192
193
193
194
194
['operator', 'chris', 'wetherbee']
195
195
196
196
197
197
198
198
['great', 'discussion', 'board', 'subject', 'focus', 'going', 'commit', 'anything', 'point', 'right', 'front', 'objective', 'continue', 'along', 'getting', 'double', 'digit', 'corporate', 'margin']
199
199
200
200
201
201
['think', 'direction', 'smartpost', 'going', 'forward', 'density', 'improve', 'desire', 'reduce', 'reliance', 'smartpost', 'especially', 'postal', 'rates', 'increase', 'think']
202
202
['henry', 'maier', 'president', 'fedex', 'ground', 'fedex', 'corporation', 'kelly', 'henry', 'maier', 'volume', 'comp', 'smartpost', 'really', 'impact', 'customer', 'change', 'distribution', 'model', 'earlier', 'exclude', 'customer', 'smartpost', 'roughly', 'still', 'pretty', 'business']
203
203
204
204
['think', 'disconnect', 'customer', 'increasingly', 'telling', 'option', 'services', 'portfolio', 'think']
205
205
206
206
207
207
208
208
['operator', 'atkins', 'stephen']
209
209
['atkins', 'analyst', 'stephen', 'great', 'thanks', 'morning', 'shifting', 'fedex', 'freight', 'segment', 'moment', 'could', 'maybe', 'drove', 'strength', 'daily', 'shipment', 'quarter', 'especially', 'priority']
210
210
211
211
['smith', 'thank', 'first', 'comment', 'competitive', 'pricing', 'strategy', 'could', 'speculate', 'regard', 'others', 'might', 'regard']
212
212
213
213
214
214
215
215
216
216
['really', 'seeing', 'please', 'continue', 'strategy']
217
217
['operator', 'allison', 'landry', 'credit', 'suisse']
218
218
219
219
['wonder', 'could', 'sensitivity', 'around', 'change', 'might', 'impact', 'earnings', 'example', 'price', 'higher', 'lower', 'would', 'benefit', 'profits']
220
220
['allison', 'volatile', 'business', 'short', 'really', 'depend', 'timing', 'happen', 'price', 'surcharge', 'versus', 'happen', 'timing', 'price', 'surcharge']
221
221
222
222
['years', 'thrill', 'impact', 'saying', 'guidance', 'right', 'expect', 'corporation', 'happen']
223
223
['course', 'things', 'going', 'middle', 'want', 'call', 'possible', 'opportunity']
224
224
225
225
226
226
['keith', 'schoonmaker', 'analyst', 'morningstar', 'thanks', 'aspect', 'growth', 'strategy', 'would', 'please', 'explain', 'importance', 'recent', 'investment', 'national', 'mexico', 'comment', 'growth', 'driver', 'attractive', 'market', 'please']
227
227
228
228
229
229
230
230
231
231
232
232
233
233
['along', 'line', 'weight', 'something', 'address', 'annual', 'price', 'increase', 'change', 'something', 'place', 'years', 'really', 'affect', 'pricing', 'beyond', 'thank']
234
234
['glenn', 'first', 'would', 'difficult', 'speculate', 'impact', 'ground', 'dimensional', 'weight', 'price', 'change', 'mention', 'things', 'working', 'right', 'helping', 'customer', 'utilize', 'efficient', 'packaging', 'think', 'receive', 'package', 'whether', 'cookie', 'grandma', 'commerce', 'package', 'always', 'pack', 'efficiently']
235
235
['sufficient', 'opportunity', 'customer', 'better', 'packaging', 'decision', 'would', 'obviously', 'significantly', 'impact', 'extent', 'weight', 'change', 'actually', 'apply', 'terms', 'billing', 'certainly', 'speculate', 'would', 'speculate', 'bottom', 'impact', 'dimensional', 'weight', 'change', 'constantly', 'evaluate', 'pricing', 'policy']
236
236
237
237
238
238
239
239
240
240
['smith', 'smith', 'comment', 'context', 'broad', 'issue', 'initiative', 'behalf', 'entire', 'ground', 'parcel', 'industry', 'federal', 'standard', 'trailer', 'standard', 'sector', 'increase']
241
241
['times', 'general', 'medium', 'talks', 'quote', 'trucking', 'industry', 'course', 'divide', 'parts', 'truckload', 'sector', 'trailer']
242
242
['oftentimes', 'trailer', 'heavy', 'loads', 'controversial', 'terms', 'repair', 'forth', 'ground', 'parcel', 'business', 'business', 'case', 'weight']
243
243
244
244
245
245
['price', 'today', 'industry', 'everything', 'efficiently', 'utilize', 'cubic', 'space', 'weight', 'limit', 'limit']
246
246
247
247
['thomas', 'analyst', 'goldman', 'sachs', 'thanks', 'question', 'henry', 'ground', 'margin', 'expand', 'fast', 'sequential', 'years', 'rates', 'still', 'slightly', 'level', 'try', 'understand', 'couple', 'things']
248
248
249
249
250
250
251
251
['discipline', 'standpoint', 'hurdles', 'approve', 'project', 'could', 'answer', 'question']
252
252
['outset', 'simply', 'satisfy', 'anything', 'margin', 'teens', 'fedex', 'ground', 'operations', 'works', 'control', 'expense', 'design', 'facility', 'particularly', 'include', 'state', 'materially', 'handling', 'equipment', 'reduce', 'costs', 'thanks']
253
253
254
254
255
255
['second', 'technology', 'particularly', 'corporate', 'culture', 'third', 'overpay', 'reason', 'overpay', 'something', 'thereby', 'decrease', 'margin', 'earnings', 'comment']
256
256
257
257
['think', 'great', 'acquisition', 'years', 'flying', 'tiger', 'caliber', 'ground', 'probably', 'ebitda']
258
258
259
259
['street', 'always', 'continue', 'always']
260
260
261
261
['david', 'analyst', 'stifel', 'nicolaus', 'morning', 'everyone', 'pricing', 'things', 'pricing', 'fedex', 'freight', 'density', 'base', 'pricing', 'chatter', 'getting', 'classification', 'system', 'move', 'dimensional', 'pricing']
262
262
263
263
264
264
['leader', 'industry', 'terms', 'revenue', 'volume', 'certainly', 'clear', 'market', 'conditions', 'consider', 'opportunity', 'efficiently', 'price', 'service', 'think', 'important', 'class', 'system', 'today', 'overly', 'complicate']
265
265
266
266
267
267
268
268
['number', 'help', 'classification', 'current', 'pricing', 'exist', 'business', 'importantly', 'build', 'costing', 'file', 'really', 'forward', 'renegotiations', 'contractor', 'forth', 'better', 'actual', 'costing']
269
269
270
270
271
271
272
272
273
273
['lastly', 'strong', 'yield', 'growth', 'smartpost', 'would', 'exclusively', 'customer', 'action', 'largely', 'impact', 'thanks']
274
274
275
275
['regard', 'yield', 'focus', 'yield', 'smartpost', 'confident', 'replace', 'customer', 'volume', 'volume', 'higher', 'yielding', 'margin', 'business']
276
276
['extent', 'believe', 'volume', 'end', 'fedex', 'network']
277
277
278
278
279
279
280
280
['secondly', 'want', 'follow', 'conversation', 'around', 'reaching', 'billion', 'looking', 'better', 'domestic', 'international', 'trade', 'growth']
281
281
282
282
['bronczek', 'first', 'going', 'comment', 'talk', 'profit', 'improvement', 'want', 'target']
283
283
284
284
['international', 'trade', 'multiple', 'global', 'pass']
285
285
286
286
287
287
['smith', 'regard', 'question', 'internet', 'michael', 'mathay', 'alliancebernstein', 'ask', 'color', 'provide', 'update', 'osaka', 'impact', 'express', 'business']
288
288
['strategy', 'express', 'business', 'reiterate', 'operate', 'unduplicated', 'backbone', 'priority', 'network', 'allow', 'people', 'express', 'shipment', 'parcel', 'light', 'freight', 'almost', 'point', 'planet', 'within', 'business', 'dissimilar', 'freight', 'ground', 'offer', 'economy', 'service', 'move', 'people', 'network', 'extra', 'process', 'customer', 'choice', 'priority', 'economy']
289
289
['delivery', 'operation', 'information', 'technology', 'scanning', 'forth', 'think', 'winning', 'strategy']
290
290
['osaka', 'extraordinarily', 'important', 'piece', 'puzzle', 'going', 'comment', 'opening', 'airplane', 'osaka', 'straight', 'major', 'unite', 'state', 'everyday', 'europe']
291
291
['fast', 'possible', 'service', 'latest', 'possible', 'ability', 'point', 'network', 'without', 'transpacific', 'frequency', 'integral', 'strategy', 'comment', 'recently']
292
292
['bronczek', 'thanks', 'exactly', 'right', 'nothing', 'short', 'spectacular', 'april', 'ribbon', 'cutting']
293
293
294
294
295
295
['defer', 'traffic', 'container', 'flight']
296
296
297
297
298
298
299
299
['kevin', 'sterling', 'analyst', 'capital', 'market', 'thank', 'morning', 'gentleman', 'outlook', 'relate', 'fedex', 'trade', 'network', 'growth', 'curious', 'think', 'ocean', 'relate', 'fedex', 'trade', 'network', 'thank']
300
300
['bronczek', 'want', 'comment', 'whole', 'portfolio', 'significant', 'customer', 'small', 'looking', 'overnight']
301
301
['defer', 'ocean', 'forwarding', 'business', 'fedex', 'trade', 'network', 'importantly', 'customer', 'bundle', 'whole', 'portfolio', 'could', 'successful']
302
302
['smith', 'want', 'comment', 'international', 'transportation', 'segment', 'three', 'speech', 'winter', 'publish', 'fedex', 'website']
303
303
['think', 'problem', 'sometimes', 'people', 'comment', 'international', 'trade', 'cargo', 'business', 'specifically', 'break', 'granular', 'sector', 'basis', 'really', 'understand', 'terms', 'express', 'segment', 'general', 'cargo', 'segment', 'ocean', 'freight', 'segment']
304
304
305
305
['continue', 'people', 'kind', 'things', 'include', 'relocate', 'things', 'mexico', 'several', 'years', 'buy', 'wonderful', 'company', 'mexico', 'uniquely', 'position', 'cross', 'border', 'nafta', 'trade']
306
306
307
307
308
308
309
309
310
310
311
311
['unite', 'state', 'listening', 'want', 'thank', 'congratulate', 'international', 'importantly', 'unite', 'state', 'express']
312
312
['david', 'want', 'technology', 'unbelievable', 'productivity', 'driving', 'efficiency', 'driving', 'great', 'technology', 'developing', 'making', 'impact', 'productivity', 'issue']
313
313
['could', 'without', 'frankly', 'getting', 'traction', 'every', 'partner', 'carter']
314
314
['carter', 'fedex', 'information', 'services', 'fedex', 'corporation', 'elements', 'profit', 'improvement', 'program', 'technology', 'whether', 'taking', 'technology', 'deploy', 'efficient', 'modern', 'technology', 'across', 'board', 'helping', 'operate', 'friend', 'operate', 'business', 'effectively', 'great', 'technology']
315
315
['proud', 'improvement', 'making', 'significant', 'investment', 'modernize', 'simplify', 'technology', 'improve', 'speed', 'market']
316
316
['operator', 'kaufman', 'buckingham', 'research']
317
317
318
318
319
319
320
320
['offset', 'merit', 'increase', 'healthcare', 'increase', 'hopefully', 'company', 'better', 'going', 'rebuild', 'annual', 'incentive', 'pool', 'higher', 'level']
321
321
['going', 'pension', 'additional', 'program', 'employee', 'guidance']
322
322
323
323
324
324
325
325
326
326
327
327
['information', 'contain', 'event', 'transcript', 'textual', 'representation', 'applicable', 'company', 'conference', 'effort', 'provide', 'accurate', 'transcription', 'material', 'error', 'omission', 'inaccuracy', 'reporting', 'substance', 'conference', 'call', 'thomson', 'financial', 'applicable', 'company', 'applicable', 'company', 'assume', 'responsibility', 'investment', 'decision', 'base', 'information', 'provide', 'event', 'transcript', 'user', 'advise', 'review', 'applicable', 'company', 'conference', 'applicable', 'company', 'filing', 'making', 'investment', 'decision']
328
329
329
[]
330
331
331
['language', 'english']
332
333
333
334
335
335
['publication', 'transcript']
336
337
337
['copyright']
338
338
['right', 'reserve']
339
340
340
341
342
342
343
344
344
['document']
345
346
347
347
['disclosure']
348
349
349
350
351
351
352
353
353
['length', '10193', 'words']
354
355
355
356
356
357
357
['fedex', 'corporation']
358
358
['smith']
359
359
360
360
['glenn']
361
361
['fedex', 'corporation', 'president', 'fedex', 'services']
362
362
363
363
364
364
365
365
366
366
367
367
368
368
369
369
370
370
['carter']
371
371
372
372
373
373
['salmon']
374
374
375
375
['brochmann']
376
376
['william', 'blair', 'company', 'analyst']
377
377
378
378
['robert', 'baird', 'analyst']
379
379
['chris', 'wetherbee']
380
380
['citigroup', 'analyst']
381
381
382
382
['wolfe', 'research', 'analyst']
383
383
['hoexter']
384
384
385
385
['kelly', 'dougherty']
386
386
387
387
['scott', 'schneeberger']
388
388
389
389
390
390
['stephen', 'analyst']
391
391
['wadewitz']
392
392
393
393
394
394
395
395
396
396
397
397
398
398
399
399
400
400
401
401
['presentation']
402
402
403
403
['mickey', 'foster', 'fedex', 'corporation', 'morning', 'welcome', 'fedex', 'corporation', 'third', 'quarter', 'earnings', 'conference', 'third', 'quarter', 'earnings', 'release', '31-page', 'website', 'broadcast', 'website', 'replay', 'podcast', 'available']
404
404
405
405
['listening', 'webcast', 'submit', 'question', 'email', 'message', 'email', 'please', 'include', 'contact', 'information', 'question', 'address', 'question', 'please', 'include', 'message', 'preference', 'given', 'inquiry', 'strategic', 'nature']
406
406
['remind', 'listener', 'fedex', 'corporation', 'desire', 'advantage', 'harbor', 'provision', 'private', 'security', 'litigation', 'reform', 'certain', 'statement', 'conference', 'consider', 'forward', 'looking', 'statement', 'within', 'meaning', 'forward', 'looking', 'statement', 'subject', 'risk', 'uncertainty', 'factor', 'could', 'cause', 'actual', 'result', 'differ', 'materially', 'express', 'imply', 'forward', 'looking', 'statement']
407
407
408
408
['joining', 'today', 'smith', 'chairman', 'executive', 'president', 'glenn', 'president', 'fedex', 'services', 'chris', 'richards', 'executive', 'president', 'general', 'counsel', 'secretary', 'carter', 'executive', 'president', 'fedex', 'information', 'services', 'bronczek', 'president', 'fedex', 'express', 'henry', 'maier', 'president', 'fedex', 'ground', 'logue', 'president', 'fedex', 'freight']
409
409
410
410
['smith', 'chairman', 'president', 'fedex', 'corporation', 'thank', 'mickey', 'morning', 'everyone', 'welcome', 'discussion', 'result', 'third', 'quarter', 'fiscal', 'first', 'would', 'behalf', '300,000', 'fedex', 'member', 'around', 'world', 'deeply', 'sadden', 'disappearance', 'malaysian', 'airline', 'flight', 'extend', 'deep', 'concern', 'family', 'friend', 'aboard']
411
411
412
412
413
413
['delivery', 'metrics', 'shipping', 'season', 'among', 'might', 'thanks', 'unique', 'fedex', 'culture', 'base', 'purple', 'promise', 'every', 'fedex', 'experience', 'outstanding', 'fedex', 'strategy', 'maintain', 'separate', 'ground', 'express', 'network', 'multiple', 'prove', 'especially', 'important', 'season', 'advantage', 'customer', 'severe', 'weather', 'shipping', 'season']
414
414
415
415
416
416
417
417
['would', 'attention', 'recent', 'speech', 'global', 'trade', 'transportation', 'company', 'ocean', 'transport', 'professional', 'presentation', 'post', 'investor', 'relations', 'website', 'think', 'overall', 'market']
418
418
['closing', 'would', 'congratulate', 'entire', 'fedex', 'making', 'fortune', 'world', 'admire', 'company', 'fedex', 'rank', 'number', 'eight', 'overall', 'number', 'delivery', 'industry']
419
419
420
420
['glenn', 'president', 'fedex', 'services', 'fedex', 'corporation', 'thank', 'brief', 'comment', 'regard', 'economic', 'outlook', 'yield', 'performance', 'quarter']
421
421
422
422
423
423
['international', 'export', 'express', 'segment', 'exclude', 'yield', 'increase', 'primarily', 'change', 'service', 'fedex', 'freight', 'segment', 'exclude', 'impact', 'yield', 'hundredweight', 'decline', 'discount', 'improve', 'quarter', 'weight', 'shipment', 'increase']
424
424
425
425
426
426
427
427
['result', 'third', 'quarter', 'include', 'negative', 'impact', 'headwind', 'partially', 'offset', 'benefit', 'across', 'transportation', 'segment', 'additional', 'operate', 'reduce', 'growth', 'salary', 'benefit', 'revenue', 'increase', 'billion', 'primarily', 'higher', 'volume', 'ground', 'freight', 'mention', 'yield', 'increase', 'fedex', 'ground']
428
428
429
429
['express', 'operate', 'income', 'operate', 'margin', 'increase', 'strong', 'international', 'export', 'package', 'business', 'lower', 'pension', 'expense', 'partially', 'offset', 'lower', 'freight', 'revenue', 'estimate', 'million', 'negative', 'impact', 'operate', 'income', 'winter', 'weather', 'higher', 'depreciation', 'expense', 'addition', 'operate', 'income', 'benefit', 'additional', 'operate', 'inclusion', 'costs', 'associate', 'business', 'realignment', 'program', 'prior', 'result', 'operate', 'income', 'reflect', 'negative', 'impact']
430
430
431
431
['average', 'daily', 'volume', 'ground', 'increase', 'smartpost', 'volume', 'ground', 'segment', 'operate', 'income', 'increase', 'million', 'drive', 'higher', 'decline', 'yield', 'operate', 'income', 'include', 'estimate', 'million', 'negative', 'impact', 'winter', 'weather', 'ground', 'addition', 'increase', 'operate', 'income', 'partially', 'offset', 'higher', 'network', 'expansion', 'costs', 'continue', 'invest', 'heavily', 'growing', 'fedex', 'ground', 'fedex', 'smartpost', 'business', 'negative', 'impact']
432
432
['ground', 'segment', 'result', 'benefit', 'delay', 'start', 'holiday', 'shipping', 'season', 'fiscal', 'additional', 'operate', 'decline', 'operate', 'margin', 'primarily', 'attributable', 'negative', 'impact', 'severe', 'winter', 'weather', 'negative', 'impact']
433
433
434
434
435
435
['outlook', 'remind', 'everyone', 'february', 'approximately', 'employee', 'accept', 'voluntary', 'buyout', 'vacate', 'position', 'remain', 'depart', 'third', 'quarter', 'result', 'include', 'benefit', 'voluntary', 'severance', 'program', 'additional', 'benefit', 'realize', 'voluntary', 'severance', 'program', 'continue', 'fiscal', 'progress']
436
436
['expect', 'earnings', 'growth', 'continue', 'fourth', 'quarter', 'drive', 'ongoing', 'improvement', 'result', 'transportation', 'segment', 'expect', 'result', 'fourth', 'quarter', 'continue', 'constrain', 'moderate', 'growth', 'global', 'economy', 'continue', 'challenge', 'demand', 'shift', 'trend', 'priority', 'international', 'services', 'economy', 'international', 'services', 'fedex', 'express']
437
437
['project', 'earnings', 'dilute', 'share', 'fourth', 'quarter', 'dilute', 'share', 'fiscal', 'reducing', 'earnings', 'share', 'guidance', 'largely', 'result', 'weather', 'impact', 'beginning', 'outlook', 'assume', 'market', 'outlook', 'price', 'continue', 'moderate', 'economic', 'growth']
438
438
439
439
440
440
441
441
442
442
['happy', 'answer', 'question']
443
443
['question', 'answer']
444
444
['operator', 'operator', 'instructions', 'justin', 'yagerman', 'deutsche']
445
445
446
446
['happy', 'start', 'conversation', 'comment']
447
447
['think', 'please', 'profit', 'improvement', 'program', 'management', 'express', 'really', 'across', 'fedex', 'corporation', 'outstanding', 'seeing', 'traction', 'pretty', 'excite', 'going', 'deliver', 'particularly', 'toward', 'outgo', 'business', 'planning', 'cycle', 'right', 'think', 'going', 'track', 'probably', 'ahead']
448
448
['allude', 'opening', 'comment', 'seeing', 'strong', 'international', 'trade', 'global', 'growth', 'right', 'anticipate', 'october', 'going', 'continue', 'rightsizing', 'network', 'going', 'match', 'strategy', 'embrace', 'international', 'economy', 'going', 'really', 'traction', 'month']
449
449
450
450
451
451
['unite', 'state', 'numbers', 'decline', 'salary', 'wages', 'benefit', 'spite', 'weather', 'forth', 'making', 'tremendous', 'progress', 'really', 'across', 'board', 'pillar', 'profit', 'improvement']
452
452
['issue', 'osaka', 'actually', 'affect', 'improve', 'profit', 'improvement', 'international', 'excite', 'april', 'ribbon', 'cutting', 'customer', 'joining', 'give', 'tremendous', 'amount', 'flexibility', 'volume', 'increase', 'decrease', 'quite', 'frankly', 'flexibility', 'change', 'gauge', 'operations', 'pacific', 'coming', 'unite', 'state', 'please', 'allow', 'flexibility']
453
453
454
454
['operator', 'brochmann', 'william', 'blair', 'company']
455
455
['brochmann', 'analyst', 'william', 'blair', 'company', 'morning', 'everyone', 'thank', 'taking', 'question', 'little', 'clearly', 'network', 'disruption', 'revenue', 'quarter', 'break', 'little', 'terms', 'revenue', 'impact', 'rebate', 'might', 'service', 'disruption', 'holiday', 'versus', 'costs', 'going', 'quarter', 'seeing', 'big', 'impact', 'try', 'adjustment', 'thank']
456
456
['start', 'operate', 'company', 'comment', 'really', 'unprecedented', 'winter', 'weather', 'winter', 'fiscal', 'advance', 'productive', 'today', 'million', 'impact', 'really', 'beyond', 'realm', 'believable', 'almost']
457
457
458
458
['christmas', 'henry', 'seven', 'customer', 'demand', 'service', 'level', 'though', 'impact', 'please', 'perform', 'would', 'unbelievable', 'quarter', 'weather', 'headwind']
459
459
460
460
461
461
462
462
['safety', 'always', 'priority', 'linehaul', 'loads', 'unsafe', 'conditions', 'closure', 'behind', 'causing', 'times', 'extend', 'stations', 'behind', 'require', 'hours', 'recover', 'seven', 'month', 'january', 'february', 'weekend', 'operation', 'running', 'somewhere', 'every', 'single', 'weekend']
463
463
['impact', 'weather', 'margin', 'quarter', 'roughly', 'point', 'thanks', 'incredible', 'dedication', 'professionalism', 'fedex', 'ground', 'people', 'provide', 'reliable', 'service', 'despite', 'worst', 'weather', 'years']
464
464
465
465
466
466
['would', 'perspective', 'challenge', 'winter', 'event', 'event', 'weekly', 'always', 'event', 'every', 'challenge', 'linehaul', 'network', 'constant', 'event', 'weekly', 'overall', 'think', 'fabulous', 'working', 'situation']
467
467
['operator', 'hartford', 'baird']
468
468
469
469
470
470
['largely', 'timing', 'continue', 'scrub', 'purchase', 'better', 'things', 'moderate', 'economy', 'growth', 'frankly', 'would', 'opinion', 'weak', 'recovery', 'recession', 'reason', 'enable', 'delay', 'things', 'still', 'commit', 'refleeting', 'express', 'expansion', 'ground', 'think', 'great', 'improvement', 'freight', 'please', 'expect', 'great', 'things', 'couple', 'years']
471
471
['probably', 'pretty', 'range', 'billion', 'determine', 'timing', 'whether', 'plane', 'deliver', 'obviously', 'impact', 'anything', 'pushing', 'timing', 'issue', 'right', 'still', 'commit', 'every', 'replace', 'million', 'annual', 'positive', 'impact', 'despite', 'higher', 'depreciation', 'going', 'continue']
472
472
473
473
474
474
475
475
['basically', 'earlier', 'program', 'working', 'exactly', 'design', 'better', 'productivity', 'improvement', 'although', 'totally', 'mask', 'weather', 'think', 'range', 'pretty', 'heroic', 'exit']
476
476
['bronczek', 'right', 'expense', 'initiative', 'performing', 'exceptionally', 'recall', 'billion', 'profit', 'improvement', 'incremental', 'revenue', 'mostly', 'expense', 'challenge', 'revenue', 'course', 'revenue', 'deteriorate', 'opportunity', 'expense', 'balancing', 'mention', 'several', 'times', 'review']
477
477
['performing', 'area', 'expense', 'global', 'economy', 'thought', 'would', 'looking', 'opportunity', 'expense']
478
478
['global', 'economy', 'little', 'better']
479
479
['operator', 'scott', 'group', 'wolfe', 'research']
480
480
['scott', 'group', 'analyst', 'wolfe', 'research', 'thanks', 'morning', 'want', 'ground', 'segment', 'first', 'volume', 'quarter', 'issue', 'cyber', 'getting', 'push', 'quarter', 'better', 'volume', 'quarter', 'weather', 'think', 'think', 'ground', 'volume', 'going', 'forward', 'double', 'digit', 'volume', 'growth', 'unreasonable']
481
481
['along', 'line', 'ground', 'think', 'reasonable', 'think', 'ground', 'margin', 'positive']
482
482
483
483
484
484
['think', 'release', 'weather', 'volume', 'perform', 'exactly', 'expect', 'weather', 'considerably', 'expect', 'think', 'seeing', 'quarter', 'drive', 'severe', 'weather', 'situation', 'quarter', 'nobody', 'ground', 'express', 'looking', 'forward', 'spring', 'coming']
485
485
['respect', 'margin', 'expect', 'margin', 'midteens', 'anybody', 'ground', 'would', 'satisfy', 'anything']
486
486
['operator', 'hoexter', 'america']
487
487
488
488
['order', 'double', 'digit', 'margin', 'target', 'guess', 'profit', 'improvement', 'still', 'execute', 'still', 'fiscal', 'target']
489
489
['try', 'anymore', 'change', 'course', 'strategic', 'change', 'exit', 'although', 'business', 'going', 'going', 'continue', 'build', 'still', 'exit', 'people', 'take', 'burden', 'services', 'expense']
490
490
['work', 'fairly', 'significant', 'number', 'annual', 'basis', 'hopeful', 'average', 'benefit', 'couple', 'years']
491
491
492
492
493
493
['thing', 'major', 'always', 'reverse', 'incredibly', 'difficult', 'expense', 'mask', 'talk', 'weather', 'third', 'quarter', 'dwarf']
494
494
495
495
['still', 'growing', 'international', 'economy', 'growing', 'strong', 'continue', 'continue', 'manage', 'structure', 'accelerate', 'profit', 'improvement', 'program']
496
496
497
497
['kelly', 'dougherty', 'analyst', 'macquarie', 'security', 'thanks', 'taking', 'question', 'want', 'throw', 'bigger', 'picture', 'question', 'change', 'landscape', 'commerce', 'hear', 'suggestion', 'fedex', 'enough', 'nimble', 'enough', 'need', 'rely', 'regional', 'delivery', 'company', 'want', 'thought', 'suggestion', 'maybe', 'adapt', 'change', 'commerce', 'obviously', 'bringing', 'spike', 'peak', 'things']
498
498
499
499
500
500
['operations', 'residential', 'sector', 'carefully', 'manage', 'think', 'reason', 'great', 'season', 'sales', 'solution', 'group', 'colleran', 'contracting', 'customer', 'overpromise', 'things']
501
501
['launch', 'fedex', 'delivery', 'henry', 'involve', 'recall', 'important', 'traffic', 'demographic', 'certain', 'weight', 'package', 'certain', 'revenue', 'profitable']
502
502
['challenge', 'commerce', 'world', 'deliver', 'lightweight', 'item', 'residence', 'amazon', 'talks', 'constantly', 'postal', 'service', 'getting', 'business', 'various', 'source', 'commerce', 'probably', 'big', 'challenge', 'business', 'come', 'short', 'period', 'obviously', 'possible', 'enormous', 'capital', 'investment', 'three', 'week']
503
503
504
504
['innovative', 'solution', 'regard', 'thing', 'clear', 'information', 'system', 'consumer', 'drive', 'mobile', 'society', 'today', 'important', 'package', 'commerce', 'shipper', 'anonymous', 'going', 'satisfy', 'coming', 'indefinite', 'delivery', 'window', 'actively', 'process', 'ship', 'redirect', 'location', 'incredible', 'capability', 'going', 'become', 'bigger', 'bigger', 'feature']
505
505
['landscape', 'thing', 'roll', 'discipline', 'approach', 'presence', 'business', 'clearly', 'break', 'try', 'deliver', 'noncompensatory', 'package', 'people', 'home']
506
506
507
507
508
508
509
509
510
510
['smith', 'might', 'carter', 'comment', 'incredible', 'demand', 'consumer', 'place', 'carrier', 'commerce', 'sector']
511
511
512
512
['shopping', 'phenomenon', 'certainly', 'tracking', 'accountability', 'delivery', 'today', 'consumer', 'world', 'technology', 'equip']
513
513
514
514
['think', 'change', 'round', 'eliminate', 'think', 'angst', 'people', 'place', 'order', 'think', 'underway', 'actually', 'tender', 'carrier', 'going', 'close', 'people', 'better', 'visibility', 'actually', 'going']
515
515
516
516
517
517
['follow', 'could', 'address', 'capacity', 'issue', 'trans', 'pacific', 'update', 'thank']
518
518
519
519
520
520
521
521
['container', 'business', 'continue', 'change', 'commodity', 'airfreight', 'consolidation', 'going', 'generally', 'airport', 'airport', 'cohort', 'squeeze', 'express', 'urgent', 'critical', 'move', 'priority', 'network', 'opening', 'osaka', 'terrific', 'regard', 'giving', 'unprecedented', 'transit', 'times', 'customer', 'willing', 'another', 'couple', 'transit', 'pickup', 'delivery', 'interface', 'customs', 'clearance', 'forth', 'move', 'prolific', 'underbelly']
522
522
523
523
524
524
['operator', 'adkins', 'stephen']
525
525
['atkins', 'analyst', 'stephen', 'guess', 'focus', 'question', 'curious', 'could', 'maybe', 'comment', 'abnormal', 'weather', 'impact', 'assume', 'fourth', 'quarter', 'guidance', 'could', 'maybe', 'quantify', 'negative', 'impact', 'consolidate', 'operate', 'income', 'relative', 'expectation', 'third', 'quarter', 'thank']
526
526
['guidance', 'third', 'quarter', 'guidance', 'always', 'anticipate', 'would', 'negative', 'impact', 'going', 'quantify']
527
527
528
528
529
529
['operator', 'wadewitz', 'jpmorgan']
530
530
['wadewitz', 'analyst', 'jpmorgan', 'morning', 'quarter', 'early', 'really', 'fiscal', 'already', 'mention', 'planning', 'wonder', 'perhaps', 'could', 'provide', 'broad', 'comment', 'guidance', 'fourth', 'quarter', 'believe', 'inaudible', 'adjust', 'number', 'something', 'earnings', 'growth', 'street', 'consensus', 'imply', 'fiscal', 'imply', 'something', 'growth']
531
531
['clearly', 'street', 'expect', 'acceleration', 'would', 'think', 'primarily', 'initiative', 'maybe', 'little', 'implicit', 'improvement', 'economy', 'wonder', 'given', 'broadly', 'think', 'unrealistic', 'terms', 'would', 'coming', 'could', 'offer', 'broad', 'comment', 'expectation', 'versus', 'might', 'fiscal', 'thank']
532
532
['exactly', 'right', 'early', 'really', 'others', 'number', 'assume', 'accelerate', 'share', 'repurchase', 'program', 'positive', 'impact', 'largely', 'fiscal', 'maybe', 'first', 'quarter', 'impact', 'think', 'terms', 'reduction', 'program', 'improve']
533
533
534
534
['operator', 'hatfield', 'raymond', 'james']
535
535
['hatfield', 'analyst', 'raymond', 'james', 'associate', 'going', 'could', 'assume', 'fourth', 'quarter', 'guidance', 'assume', 'storm', 'memphis', 'first', 'march', 'point', 'quantify', 'impact', 'fourth', 'quarter', 'finally', 'dilute', 'share', 'count']
536
536
['sorry', 'answer', 'question', 'earlier', 'beginning', 'march', 'another', 'fourth', 'quarter', 'probably', 'going', 'significant', 'going', 'impact', 'try', 'ass', 'right', 'looking', 'methodology']
537
537
538
538
['share', 'count', 'share', 'count', 'three', 'month', 'end', 'quarter', 'average', 'dilute', 'share', 'million', 'versus', 'million', 'obviously', 'happening', 'share', 'count', 'buying', 'share', 'increase', 'stock', 'price', 'bring', 'calculation', 'previously', 'dilutive', 'option']
539
539
['million', 'impact', 'quarter', 'share', 'buyback']
540
540
541
541
542
542
543
543
['factor', 'obviously', 'productivity', 'certain', 'lane', 'versus', 'backhaul', 'freight', 'business', 'utilize', 'configure', 'network', 'international', 'stretch', 'imagination', 'operate', 'company', 'operate', 'company', 'service', 'service', 'closely', 'operate', 'company']
544
544
['think', 'yield', 'performance', 'given', 'situation', 'economy', 'quite', 'solid', 'continue', 'focus', 'yield', 'improvement', 'important', 'profit', 'improvement', 'plan', 'focus', 'regular', 'basis', 'confident', 'ability', 'execute']
545
545
['sales', 'outstanding', 'negotiate', 'customer', 'making', 'appropriate', 'yield', 'service', 'provide', 'continue', 'focus', 'discipline', 'process', 'around', 'operate', 'company', 'manage', 'yield', 'continue', 'focus']
546
546
['operator', 'greene', 'morgan', 'stanley']
547
547
548
548
549
549
550
550
['closely', 'customer', 'commitment', 'traffic', 'going', 'carry', 'obviously', 'daily', 'dialogue', 'customer', 'season', 'happen', 'excess', 'capacity', 'three', 'customer', 'little', 'volume', 'going', 'level', 'negotiate']
551
551
552
552
553
553
['smith', 'smith', 'speaking', 'would', 'comment', 'season', 'press', 'report', 'issue', 'commerce', 'forth', 'times', 'would', 'fedex', 'caller', 'story', 'reality', 'historical', 'standard', 'terrific', 'express', 'company', 'fantastic', 'measure', 'relative', 'years', 'think', 'reason', 'discipline', 'approach', 'talk', 'network', 'design', 'incredible', 'commitment', 'purple', 'promise', 'volunteer', 'christmas', 'cleaning', 'anything', 'network', 'weather', 'forth']
554
554
555
555
556
556
['could', 'proud', 'folks', 'disappoint', 'getting', 'ping', 'problem', 'commerce', 'would', 'saying', 'thing', 'interest', 'commerce', 'world', 'commerce', 'world', 'grow', 'people', 'try', 'demand', 'quite', 'frankly', 'process', 'commerce', 'folks', 'quality', 'issue', 'package', 'ordain', 'damage', 'pack', 'label', 'affix', 'package', 'mention', 'earlier', 'commerce', 'shipment', 'advice', 'shipment', 'actually', 'tender', 'carrier']
557
557
['promise', 'customer', 'going', 'tolerate', 'type', 'things', 'commerce', 'shipper', 'succeed', 'going', 'folks', 'improve', 'process', 'quality', 'service', 'want', 'order', 'something', 'internet', 'three', 'christmas', 'smash', 'label', 'come', 'package', 'ether']
558
558
559
559
['operator', 'susquehanna', 'financial']
560
560
['analyst', 'susquehanna', 'financial', 'thank', 'comment', 'march', 'pretty', 'detail', 'remark', 'choose', 'isolate', 'protectionalism', 'something', 'hamper', 'world', 'trade', 'wonder', 'dashboard', 'item', 'coming', 'depend', 'break', 'either', 'favorable', 'unfavorable', 'fedex', 'specifically']
561
561
562
562
['smith', 'first', 'high', 'accolade', 'ambassador', 'michael', 'froman', 'effort', 'underway', 'multiple', 'front', 'agreement', 'trade', 'facilitation', 'great', 'accomplishment', 'first', 'agreement', 'existence', 'conclude', 'nature', 'words', 'trade', 'improvement', 'agree', 'signatory', 'forever', 'place', 'least', 'agreement']
563
563
564
564
['years', 'partially', 'determine', 'american', 'political', 'leadership', 'country', 'really', 'push', 'thing', 'beginning', 'world', 'stick', 'congress', 'unite', 'state', 'today', 'willing', 'famously', 'note', 'press', 'senate', 'majority', 'leader', 'consummate', 'taking', 'trade', 'promotion', 'authority', 'consummate', 'trade', 'agreement', 'without', 'negotiate', 'partner', 'simply', 'seriously', 'engage', 'think', 'congress', 'going', 'renegotiate', 'agreement', 'trade', 'conclude']
565
565
['try', 'every', 'possible', 'venue', 'things', 'forward', 'purpose', 'speech', 'audience', 'getting', 'involve', 'growth', 'trade', 'world', 'growth', 'roughly', 'parity', 'endeavor', 'human', 'history', 'lift', 'people', 'poverty', 'opening', 'world', 'market', 'particularly', 'unite', 'state', 'leadership', 'opening', 'often', 'permit', 'country', 'trade', 'mercantilistic', 'basis']
566
566
['hopefully', 'midterm', 'election', 'administration', 'congress', 'light', 'think', 'particularly', 'important', 'respond', 'strong', 'position', 'take', 'prime', 'minister', 'canada', 'president', 'mexico', 'negotiate', 'nafta', 'fantastic', 'success', 'trade', 'nafta', 'country', 'billion', 'trillion', 'years', 'question', 'local', 'place', 'overall', 'opening', 'market', 'strong']
567
567
['concern', 'express', 'speech', 'behalf', 'company', 'prescription', 'appreciate', 'giving', 'chance', 'remark', 'sophisticate', 'group', 'issue']
568
568
['operator', 'thank', 'conclude', 'today', 'question', 'answer', 'session', 'would', 'conference', 'mickey', 'foster', 'additional', 'closing', 'remark']
569
569
570
570
['operator', 'conclude', 'today', 'presentation', 'thank', 'participation']
571
571
['thomson', 'financial', 'reserves', 'right', 'change', 'document', 'content', 'information', 'without', 'obligation', 'notify', 'person', 'change']
572
572
573
573
574
575
575
['march']
576
577
577
['language', 'english']
578
579
579
['transcript', '031914a5115104.704']
580
581
581
582
583
583
['copyright']
584
584
585
586
586
587
588
588
['return']
589
590
590
591
592
593
593
['disclosure']
594
595
595
596
597
597
598
599
599
['length', 'words']
600
601
601
['corporate', 'participant']
602
602
['mickey', 'foster']
603
603
['fedex', 'corporation']
604
604
605
605
['fedex', 'corporation', 'chairman']
606
606
607
607
608
608
609
609
610
610
611
611
['fedex', 'corporation', 'president', 'fedex', 'express']
612
612
613
613
['fedex', 'corporation', 'president', 'fedex', 'ground']
614
614
['logue']
615
615
['fedex', 'corporation', 'president', 'fedex', 'freight']
616
616
617
617
['hatfield']
618
618
619
619
620
620
['jpmorgan', 'chase', 'analyst']
621
621
622
622
['stephen', 'analyst']
623
623
['scott', 'schneeberger']
624
624
['oppenheimer', 'analyst']
625
625
626
626
627
627
628
628
['robert', 'baird', 'analyst']
629
629
['chris', 'wetherbee']
630
630
631
631
632
632
['wolfe', 'research', 'analyst']
633
633
634
634
['credit', 'suisse', 'analyst']
635
635
['william', 'greene']
636
636
['morgan', 'stanley', 'analyst']
637
637
638
638
['barclays', 'capital', 'analyst']
639
639
['helane', 'becker']
640
640
['cowen', 'company', 'analyst']
641
641
['david']
642
642
['stifel', 'nicolaus', 'analyst']
643
643
['thomas']
644
644
645
645
646
646
['hedgeye', 'analyst']
647
647
648
648
['buckingham', 'research', 'group', 'analyst']
649
649
['david', 'vernon']
650
650
['bernstein', 'research', 'analyst']
651
651
652
652
['morningstar', 'analyst']
653
653
['anthony', 'gallo']
654
654
['wells', 'fargo', 'security', 'analyst']
655
655
656
656
657
657
['mickey', 'foster', 'fedex', 'corporation', 'morning', 'welcome', 'fedex', 'corporation', 'second', 'quarter', 'earnings', 'conference', 'earnings', 'release', 'website', 'broadcast', 'website', 'replay', 'podcast', 'available']
658
658
659
659
['listening', 'webcast', 'submit', 'question', 'email', 'message', 'email', 'please', 'include', 'contact', 'information', 'question', 'ir@fedex.com', 'address', 'question', 'please', 'include', 'message', 'preference', 'given', 'inquiry', 'strategic', 'nature']
660
660
661
661
662
662
663
663
664
664
665
665
666
666
['would', 'thank', '300,000', 'member', 'around', 'world', 'working', 'challenge', 'weather', 'deliver', 'holiday', 'customer', 'three', 'monday', 'december', 'record', 'average', 'daily', 'volume', 'monday', 'setting', 'record', 'million', 'package', 'glenn', 'following']
667
667
668
668
669
669
670
670
['ground', 'package', 'yield', 'increase', 'exclude', 'impact', 'increase', 'drive', 'discount', 'improvement', 'increase', 'extra', 'services', 'charge', 'exclude', 'international', 'export', 'express', 'package', 'yield', 'increase', 'primarily', 'service']
671
671
672
672
673
673
674
674
675
675
['international', 'priority', 'revenue', 'package', 'increase', 'average', 'daily', 'volume', 'decline', 'important', 'within', 'category', 'average', 'daily', 'volume', 'lower', 'yielding', 'distribution', 'services', 'decline', 'average', 'daily', 'volume', 'exclude', 'distribution', 'services', 'increase', 'international', 'economy', 'average', 'daily', 'volume']
676
676
677
677
['turning', 'ground', 'segment', 'revenue', 'increase', 'billion', 'operate', 'income', 'increase', 'million', 'volume', 'yield', 'growth', 'ground', 'volume', 'growth', 'smartpost', 'average', 'daily', 'volume', 'ground', 'increase', 'continue', 'growth', 'commercial', 'business', 'delivery', 'service']
678
678
679
679
['seasonal', 'increase', 'volume', 'revenue', 'operate', 'income', 'relate', 'cyber', 'realize', 'third', 'quarter', 'versus', 'second', 'quarter', 'ground', 'delivery', 'implement', 'average', 'price', 'increase', 'effective', 'january', 'smartpost', 'rates', 'increase']
680
680
681
681
682
682
683
683
['continue', 'execute', 'profit', 'improvement', 'program', 'announce', 'october', 'majority', 'benefit', 'profit', 'improvement', 'program', 'occur', 'greater', 'extent']
684
684
685
685
['lastly', 'remember', 'monday', 'present', 'overnight', 'deliver', 'christmas', 'business', 'question']
686
686
687
687
['operator', 'operator', 'instructions', 'hatfield']
688
688
['hatfield', 'analyst', 'raymond', 'james', 'associate', 'morning', 'everyone', 'category', 'could', 'discus', 'reduction', 'volume', 'distribution', 'services', 'something', 'focus', 'reduce', 'exposure', 'could', 'think', 'going', 'forward', 'modeling', 'thinking', 'volume', 'segment', 'forward', 'thank']
689
689
['glenn', 'glenn', 'specific', 'decision', 'elect', 'participate', 'product', 'release', 'would', 'travel', 'distribution', 'services', 'capability', 'decision', 'drive', 'revenue', 'management', 'yield', 'improvement', 'program', 'primary', 'issue', 'affect', 'volume', 'quarter']
690
690
691
691
692
692
['wadewitz', 'analyst', 'jpmorgan', 'chase', 'morning', 'want', 'little', 'ground', 'margin', 'commentary', 'terms', 'second', 'offer', 'medium', 'comment', 'think', 'thought', 'ground', 'margin', 'sometimes', 'maximum', 'volume', 'going', 'actually', 'stretch', 'network', 'sometimes', 'little', 'margin', 'headwind']
693
693
['guess', 'characterize', 'cyber', 'timing', 'factor', 'margin', 'second', 'quarter', 'maybe', 'help', 'going', 'forward', 'wonder', 'could', 'little', 'perspective', 'ground', 'margin', 'think', 'medium', 'stable', 'teens', 'however', 'comment', 'thank']
694
694
['henry', 'maier', 'president', 'fedex', 'ground', 'fedex', 'corporation', 'thanks', 'question', 'henry', 'maier', 'little', 'color', 'going', 'first', 'think', 'important', 'realize', 'commerce', 'increase', 'volume', 'making', 'holiday', 'volume', 'spike', 'peakier', 'understand', 'period', 'business', 'typically', 'doubles']
695
695
696
696
697
697
698
698
699
699
700
700
['things', 'mention', 'atypical', 'every', 'thing', 'different', 'timing', 'cyber', 'monday', 'begin', 'typically', 'reflect', 'busy', 'volume', 'throughout', 'compress', 'three', 'week', 'rather']
701
701
702
702
['operator', 'atkins', 'stephen']
703
703
['atkins', 'analyst', 'stephen', 'morning', 'thanks', 'think', 'pretty', 'clear', 'result', 'making', 'significant', 'progress', 'profit', 'improvement', 'guess', 'course', 'billion', 'expect', 'generate', 'incremental', 'profit', 'costs', 'take', 'business', 'incremental', 'profit', 'business']
704
704
['track', 'think', 'could', 'express', 'result', 'making', 'significant', 'progress', 'manage', 'business', 'mention', 'bucket', 'talk', 'october', 'likely', 'going', 'change', 'still', 'commit', 'number']
705
705
706
706
707
707
['scott', 'schneeberger', 'analyst', 'oppenheimer', 'thanks', 'morning', 'early', 'delivery', 'manager', 'would', 'commentary', 'progress', 'quantification', 'would', 'great', 'thanks']
708
708
['glenn', 'glenn', 'please', 'response', 'delivery', 'manager', 'course', 'enabler', 'commerce', 'allow', 'consignee', 'really', 'control', 'shipment', 'manage', 'signature', 'requirement', 'redirect', 'location', 'schedule', 'future', 'delivery']
709
709
710
710
['still', 'relatively', 'please', 'response', 'customer', 'convenience', 'simplicity', 'service', 'expect', 'future', 'positive', 'response', 'excite', 'opportunity', 'commerce', 'especially', 'important']
711
711
['operator', 'hoexter', 'merrill', 'lynch']
712
712
['unidentified', 'participant', 'great', 'morning', 'smartpost', 'upper', 'single', 'digit', 'guess', 'second', 'double', 'digit', 'growth', 'quarters', 'change', 'impact', 'margin', 'ground', 'little']
713
713
['henry', 'maier', 'thanks', 'henry', 'maier', 'volume', 'smartpost', 'affect', 'calendar', 'later', 'start', 'holiday', 'shipping', 'season', 'yield', 'impact', 'lower', 'quarter', 'everything', 'historically', 'calendar']
714
714
['operator', 'justin', 'yagerman', 'deutsche']
715
715
716
716
['think', 'growth', 'quarter', 'growth', 'volume', 'quarter', 'thinking', 'growth', 'product', 'going', 'forward', 'capability', 'terms', 'offload', 'third', 'party', 'network']
717
717
718
718
719
719
720
720
721
721
['thought', 'aggressive', 'second', 'quarter', 'accumulate', 'million', 'share', 'quarter', 'alone', 'specific', 'frame', 'completion', 'continue', 'buying', 'share', 'dividend', 'policy', 'course', 'board', 'decision', 'board', 'generally', 'take', 'decision', 'meeting', 'several', 'years', 'expectation', 'address']
722
722
723
723
['chris', 'wetherbee', 'analyst', 'thanks', 'morning', 'could', 'little', 'capacity', 'international', 'lane', 'stand', 'progress', 'towards', 'third', 'party', 'capacity', 'particularly', 'trans', 'pacific', 'route', 'guess', 'relative', 'volume', 'flow', 'right', 'anymore', 'short']
724
724
['bronczek', 'please', 'capacity', 'right', 'customer', 'mention', 'several', 'quarters', 'transpacific', 'adjustment', 'going', 'forward', 'things', 'right', 'please', 'network']
725
725
['operator', 'scott', 'group', 'wolfe', 'research']
726
726
727
727
['bronczek', 'bronczek', 'answer', 'first', 'question', 'customer', 'services', 'looking', 'express', 'balance', 'network', 'right', 'achieve', 'goal', 'customer']
728
728
729
729
['scott', 'first', 'question', 'address', 'continue', 'continue', 'international', 'network', 'take', 'trans', 'flight', 'since', 'announcement', 'profit', 'improvement', 'program', 'going', 'eight']
730
730
731
731
['capex', 'happy', 'capex', 'strong', 'balance', 'sheet', 'important', 'things', 'mostly', 'capital', 'fleet', 'modernization', 'continue', 'express', 'integral', 'profit', 'improvement', 'program', 'seeing', 'significant', 'benefit', 'second', 'quarter', 'particularly', 'maintenance', 'going', 'continue', 'continue']
732
732
['piece', 'continue', 'expand', 'ground', 'network', 'process', 'building', 'three', 'major', 'several', 'years', 'going', 'going', 'continue', 'ground', 'growth', 'maintain', 'teens', 'margin', 'important']
733
733
734
734
['operator', 'allison', 'landry', 'credit', 'suisse']
735
735
736
736
['glenn', 'clearly', 'customer', 'impact', 'typically', 'smaller', 'customer', 'lighter', 'weight', 'shipment', 'short', 'length', 'successful', 'diversify', 'customer', 'certainly', 'impact', 'certainly', 'yield', 'hundredweight', 'change', 'traffic']
737
737
['strong', 'growth', 'customer', 'segment', 'strong', 'anticipate', 'provide', 'opportunity', 'yield', 'management', 'activity', 'initiate', 'conducting', 'going', 'forward', 'think', 'handle', 'yield', 'hundredweight', 'lever', 'manage', 'along', 'fedex', 'freight', 'operate', 'company', 'going', 'forward', 'continue', 'improve', 'margin']
738
738
739
739
['operator', 'william', 'greene', 'morgan', 'stanley']
740
740
['william', 'greene', 'analyst', 'morgan', 'stanley', 'morning', 'comment', 'little', 'evolution', 'commerce', 'space', 'times', 'discussion', 'amazon', 'could', 'become', 'transportation', 'company', 'logistics', 'effort', 'try', 'speak', 'amazon', 'space', 'evolve', 'player', 'world', 'become', 'competitor', 'guard', 'outcome', 'thank']
741
741
['smith', 'smith', 'going', 'couple', 'comment', 'going', 'amplify', 'maybe', 'partner', 'henry', 'whomever', 'subject', 'quite', 'frankly', 'think', 'mythology', 'press', 'anything', 'commerce', 'space']
742
742
['first', 'thing', 'would', 'enormous', 'transportation', 'network', 'build', 'around', 'move', 'light', 'package', 'freight', 'fedex', 'scale', 'operations', 'almost', 'amuse', 'comment', 'deliver', 'item', 'drone', 'drone', 'expert', 'staff', 'carter', 'actually', 'drone', 'report', 'operate', 'eight', 'minutes', 'carry', 'budweiser', 'beer']
743
743
744
744
745
745
['certain', 'situation', 'large', 'tailer', 'unquestionably', 'local', 'delivery', 'choose', 'think', 'various', 'local', 'delivery', 'option', 'today', 'majority', 'product', 'move', 'almost', 'certain', 'going', 'deliver', 'move', 'three', 'large', 'network', 'smaller', 'regional', 'player', 'amplify']
746
746
['glenn', 'would', 'important', 'point', 'understand', 'commerce', 'runway', 'domestically', 'internationally', 'fedex', 'poise', 'benefit', 'clearly', 'commerce', 'growing', 'multiple', 'overall', 'retail', 'sales', 'base', 'forrester', 'research', 'online', 'sales', 'represent', 'total', 'revenue']
747
747
['still', 'iceberg', 'terms', 'commerce', 'potential', 'think', 'another', 'issue', 'driver', 'mobile', 'devices', 'account', 'online', 'transactions', 'shipping', 'transactions', 'smartpost', 'particularly', 'poise', 'advantage']
748
748
['tremendous', 'amount', 'emerge', 'trend', 'commerce', 'looking', 'retailer', 'starting', 'respond', 'picking', 'store', 'level', 'facilitate', 'efficient', 'delivery', 'effective', 'basis', 'fedex', 'position', 'advantage']
749
749
['would', 'though', 'tremendous', 'amount', 'commerce', 'still', 'early', 'stage', 'development', 'channel', 'right', 'sweet', 'talk', 'delivery', 'manager', 'earlier', 'enable', 'consignee', 'really', 'control', 'transaction', 'retail', 'network', 'enable', 'people', 'package', 'technology', 'working', 'facilitate']
750
750
['fedex', 'extremely', 'position', 'broad', 'portfolio', 'think', 'important', 'point', 'early', 'overall', 'stage', 'channel', 'would', 'refer', 'forrester', 'research', 'state', 'reach', 'point', 'retail', 'sales', 'generate', 'online', 'runway', 'position', 'advantage']
751
751
['bronczek', 'express', 'point', 'obviously', 'globalization', 'commerce', 'global', 'powerhouse', 'network', 'around', 'world', 'country', 'customer', 'global', 'reaching', 'synchronization', 'around', 'world', 'successfully', 'decade']
752
752
753
753
['brandon', 'oglenski', 'analyst', 'barclays', 'capital', 'morning', 'everyone', 'discussion', 'around', 'capital', 'priority', 'especially', 'light', 'share', 'repurchase', 'announcement', 'october', 'really', 'change', 'strategic', 'direction', 'company', 'aircraft', 'renewal', 'couple', 'years', 'beyond', 'fiscal', 'think', 'capex', 'relative', 'revenue', 'thinking', 'longer', 'going', 'trend', 'closer', 'range', 'rather', 'running', 'today']
754
754
['opportunity', 'terms', 'ground', 'growth', 'along', 'express', 'profit', 'improvement', 'program', 'certainly', 'probably', 'couple', 'years', 'ability', 'couple', 'things', 'around', 'plane', 'come', 'instead', 'could', 'change', 'numbers']
755
755
756
756
['operator', 'helane', 'becker', 'cowen']
757
757
['helane', 'becker', 'analyst', 'cowen', 'company', 'thanks', 'operator', 'gentleman', 'thanks', 'think', 'might', 'mention', 'continue', 'expand', 'ground', 'operations', 'building', 'think', 'mention', 'three', 'couple', 'years', 'wonder', 'comfortable', 'expand', 'operations', 'enough', 'ahead', 'change', 'taking', 'place', 'delivery', 'requirement', 'still', 'chase', 'change', 'thank']
758
758
['helane', 'start', 'henry', 'great', 'things', 'company', 'operations', 'engineering', 'group', 'group', 'brilliant', 'determine', 'forecast', 'future', 'traffic', 'flow', 'going', 'capacity']
759
759
['though', 'significantly', 'step', 'investment', 'continue', 'ground', 'growth', 'going', 'remain', 'tight', 'going', 'remain', 'tight', 'design', 'handle', 'increase', 'henry', 'talk', 'three-', 'period', 'running', 'fairly', 'close', 'henry', 'information']
760
760
['henry', 'maier', 'henry', 'maier', 'manage', 'estate', 'project', 'typically', 'seven-', 'marketplace', 'facility', 'careful', 'capacity', 'month', 'month', 'december', 'operate', 'expense', 'handle', 'volume', 'surge', 'dismantle', 'volume', 'leaf', 'essentially', 'company', 'years', 'work']
761
761
762
762
['operator', 'david', 'stifel']
763
763
['david', 'analyst', 'stifel', 'nicolaus', 'morning', 'everyone', 'could', 'reacceleration', 'fedex', 'freight', 'shipment', 'volume', 'drive', 'bundling', 'increase', 'sales', 'force', 'going', 'growth', 'couple', 'years']
764
764
['logue', 'david', 'obviously', 'please', 'volume', 'growth', 'earlier', 'across', 'segment', 'small', 'medium', 'large', 'customer', 'focusing', 'priority', 'economy', 'volume', 'coming', 'segment', 'really', 'showing', 'value', 'kicking', 'couple', 'quarters', 'volume', 'challenge', 'quarters']
765
765
['really', 'respond', 'bring', 'excellent', 'volume', 'forward', 'always', 'double', 'digit', 'margin', 'really', 'balance', 'volume', 'yield', 'focus', 'going', 'forward']
766
766
767
767
768
768
['operator', 'thomas', 'goldman', 'sachs']
769
769
['thomas', 'analyst', 'goldman', 'sachs', 'thanks', 'couple', 'question', 'regard', 'express', 'first', 'guide', 'airfreight', 'demand', 'outlook', 'region', 'base', 'forward', 'booking', 'discussion', 'customer', 'would', 'follow', 'regard', 'earlier', 'question', 'regard', 'third', 'party', 'capacity', 'utilization', 'sense', 'percentage', 'going', 'plane', 'versus', 'third', 'party', 'capacity', 'terms', 'relative', 'context', 'beginning', 'versus', 'think', 'might', 'thanks']
770
770
['bronczek', 'bronczek', 'mention', 'international', 'report', 'quarter', 'europe', 'little', 'distribution', 'services', 'primarily', 'release', 'product', 'launch', 'though', 'clearly', 'across', 'world', 'volume', 'yield', 'network', 'capacity', 'please', 'quarter']
771
771
772
772
773
773
['sciver', 'analyst', 'hedgeye', 'morning', 'looking', 'intercompany', 'charge', 'different', 'segment', 'express', 'seeing', 'decline', 'relative', 'sales', 'ground', 'freight', 'probably', 'progress', 'slight', 'increase', 'expect', 'share', 'overhead', 'second', 'fiscal']
774
774
775
775
['intersegment', 'charge', 'complicate', 'directly', 'base', 'revenue', 'would', 'explain', 'little', 'ground', 'getting', 'little', 'express', 'getting', 'little', 'others', 'directly', 'charge', 'others', 'using', 'basic', 'accounting', 'arrive', 'appropriate']
776
776
['things', 'company', 'great', 'debate', 'subject', 'right', 'amount', 'tension', 'think', 'make', 'focus', 'possible', 'total']
777
777
778
778
['kauffman', 'analyst', 'buckingham', 'research', 'group', 'thank', 'congratulations', 'quarter', 'focus', 'little', 'capital', 'ground', 'fleet', 'fleet', 'mention', 'taking', 'capacity', 'fewer', 'trans', 'pack', 'bring', 'aircraft', 'question']
779
779
['md-11', 'might', 'using', 'market', 'planning', 'taking', 'plane', 'system', 'base', 'release']
780
780
781
781
782
782
783
783
784
784
785
785
['focus', 'improvement', 'fedex', 'freight', 'aerodynamics', 'fedex', 'express', 'lighter', 'smaller', 'pickup', 'delivery', 'vehicle', 'company', 'electrification', 'think', 'almost', 'maybe', 'electric', 'hybrid', 'ground', 'pioneer', 'things', 'hydraulic', 'vehicle', 'forth']
786
786
787
787
788
788
['contract', 'fedex', 'freight', 'instance', 'biodiesel', 'chips', 'believe', 'produce', 'refinery', 'columbus', 'mississippi', 'present', 'large', 'scale', 'biofuels', 'available', 'suspect', 'probably', 'change', 'going', 'progress']
789
789
790
790
791
791
792
792
793
793
['regard', 'network', 'fedex', 'express', 'current', 'system', 'eight', 'transpacific', 'flight', 'seven', 'transatlantic', 'flight', 'course', 'europe', 'operations', 'likelihood', 'going', 'materially', 'change', 'period', 'network', 'design', 'offer', 'competitively', 'superior', 'times', 'transit', 'times', 'performing']
794
794
795
795
['anticipate', 'base', 'customer', 'telling', 'probably', 'relatively', 'growth', 'sector', 'customer', 'opt', 'longer', 'transit', 'international', 'economy', 'sector', 'priority', 'economy', 'three', 'flavor', 'package', 'freight']
796
796
797
797
['important', 'mention', 'product', 'actually', 'growing', 'yield', 'going', 'money', 'product']
798
798
['think', 'going', 'change', 'backbone', 'network', 'growth', 'economy', 'traffic', 'lend', 'underbelly', 'going', 'accord', 'report', 'capacity', 'going', 'going', 'tremendous', 'amount', 'underbelly', 'capacity', 'attractive', 'terms', 'pound', 'effectively', 'utilize', 'plan']
799
799
800
800
['bronczek', 'thanks', 'exactly', 'right', 'osaka', 'open', 'april', 'really', 'excite', 'backbone', 'network', 'without', 'add', 'network', 'change', 'gauge', 'flight', 'feeding', 'world', 'osaka', 'going', 'terrific']
801
801
802
802
['operator', 'keith', 'schoonmaker', 'morningstar']
803
803
804
804
805
805
['going', 'forward', 'continue', 'network', 'growth', 'purchase', 'trans', 'growth', 'increase', 'coming', 'tweak', 'adjust', 'network', 'appropriate', 'efficient', 'business']
806
806
['henry', 'maier', 'keith', 'henry', 'maier', 'little', 'throughout', 'month', 'december', 'usage', 'jump', 'think', 'month', 'mile', 'would', 'include', 'ground', 'smartpost', 'make', 'sense', 'degrade', 'service', 'think', 'network']
807
807
808
808
809
809
810
810
['operator', 'conclude', 'question', 'answer', 'session', 'would', 'conference', 'mickey', 'foster', 'additional', 'closing', 'remark']
811
811
['mickey', 'foster', 'thank', 'participate', 'fedex', 'corporation', 'second', 'quarter', 'earnings', 'release', 'conference', 'anyone', 'investor', 'relations', 'additional', 'question', 'fedex', 'thank']
812
812
813
813
814
814
815
815
['information', 'contain', 'event', 'transcript', 'textual', 'representation', 'applicable', 'company', 'conference', 'effort', 'provide', 'accurate', 'transcription', 'material', 'error', 'omission', 'inaccuracy', 'reporting', 'substance', 'conference', 'call', 'thomson', 'financial', 'applicable', 'company', 'applicable', 'company', 'assume', 'responsibility', 'investment', 'decision', 'base', 'information', 'provide', 'event', 'transcript', 'user', 'advise', 'review', 'applicable', 'company', 'conference', 'applicable', 'company', 'filing', 'making', 'investment', 'decision']
816
817
817
818
819
819
['language', 'english']
820
821
821
['transcript', '121813a5052627.727']
822
823
823
824
825
825
['copyright']
826
826
['right', 'reserve']
827
828
828
['copyright']
829
830
830
831
832
832
833
834
835
835
['disclosure']
836
837
837
['september', 'wednesday']
838
839
839
840
841
841
842
843
843
844
844
['mickey', 'foster']
845
845
846
846
['smith']
847
847
848
848
849
849
850
850
851
851
852
852
['bronczek']
853
853
854
854
855
855
['fedex', 'president', 'fexex', 'ground']
856
856
857
857
858
858
['conference', 'participant']
859
859
['justin', 'yagerman']
860
860
['deutsche', 'analyst']
861
861
862
862
863
863
['hartford']
864
864
['robert', 'baird', 'analyst']
865
865
['unidentified', 'participant']
866
866
867
867
868
868
['wolfe', 'research', 'analyst']
869
869
['hoexter']
870
870
['merrill', 'lynch', 'analyst']
871
871
['brandon', 'oglenski']
872
872
['barclays', 'capital', 'analyst']
873
873
['thomas']
874
874
['goldman', 'sachs', 'analyst']
875
875
['kelly', 'dougherty']
876
876
['macquarie', 'research', 'equity', 'analyst']
877
877
['scott', 'schneeberger']
878
878
879
879
880
880
881
881
882
882
883
883
['william', 'greene']
884
884
885
885
['allison', 'landry']
886
886
['credit', 'suisse', 'analyst']
887
887
['wadewitz']
888
888
['jpmorgan', 'chase', 'analyst']
889
889
890
890
891
891
['kevin', 'sterling']
892
892
['capital', 'market', 'analyst']
893
893
894
894
['sanford', 'bernstein', 'company', 'analyst']
895
895
['brian', 'jacoby']
896
896
897
897
898
898
899
899
900
900
['thompson', 'davis', 'company', 'analyst']
901
901
902
902
903
903
['presentation']
904
904
905
905
906
906
907
907
908
908
909
909
['fedex', 'express', 'skillfully', 'executing', 'profit', 'improvement', 'plan', 'earlier', 'month', 'fedex', 'express', 'delivery', 'first', 'boeing', 'freighter', 'offer', 'least', 'operate', 'md-10', 'replace', 'reaffirm', 'forecast', 'earnings', 'share', 'growth', 'adjust', 'result', 'believe', 'fedex', 'position', 'continue', 'growth', 'success', 'customer', 'around', 'world', 'realize', 'value', 'portfolio', 'solution']
910
910
911
911
['glenn', 'market', 'development', 'corporate', 'communications', 'fedex', 'thank', 'fedex', 'economic', 'forecast', 'call', 'continue', 'moderate', 'growth', 'global', 'economy', 'growth', 'forecast', 'calendar', 'point', 'versus', 'quarter', 'calendar', 'represent', 'change', 'versus', 'quarter', 'industrial', 'production', 'expect', 'growth', 'calendar', 'point', 'versus', 'quarter', 'calendar', 'point', 'versus', 'quarter', 'important', 'historical', 'revision', 'account', 'reduction', 'calendar', 'growth', 'rates', 'policy', 'risk', 'remain', 'sign', 'improvement', 'europe', 'china', 'global', 'forecast', 'calendar', 'point', 'versus', 'quarter', 'calendar', 'point', 'versus', 'quarter']
912
912
913
913
[]
914
914
915
915
['turning', 'ground', 'operate', 'income', 'despite', 'negative', 'impact', 'higher', 'network', 'expansion', 'costs', 'incur', 'continue', 'invest', 'heavily', 'growing', 'ground', 'smartpost', 'business', 'improvement', 'ground', 'drive', 'higher', 'volume', 'despite', 'fewer', 'operate', 'higher', 'revenue', 'package', 'freight', 'operate', 'income', 'increase', 'slightly', 'despite', 'fewer', 'operate', 'higher', 'weight', 'shipment', 'yield', 'average', 'daily', 'shipment', 'improve', 'income', 'freight', 'freight', 'continue', 'optimize', 'linehaul', 'network', 'increase', 'utilization', 'lower', 'quarter', 'total', 'linehaul', 'mile']
916
916
917
917
['question', 'answer']
918
918
['operator', 'thank']
919
919
920
920
['first', 'question', 'justin', 'yagerman', 'deutsche']
921
921
922
922
923
923
924
924
['bruce', 'analyst', 'stifel', 'nicolaus', 'actually', 'bruce', 'david', 'curious', 'trade', 'network', 'hear', 'forwarders', 'transpack', 'volume', 'summer', 'volume', 'limited', 'optimism', 'wonder', 'outlook', 'expect', 'something', 'little', 'rosy', 'rosy', 'taking', 'share', 'whether', 'price', 'relate', 'product', 'offering', 'relate', 'thank']
925
925
926
926
927
927
['hartford', 'analyst', 'robert', 'baird', 'could', 'together', 'could', 'sense', 'maybe', 'believe', 'network', 'relation', 'need', 'divert', 'lower', 'yielding', 'freight', 'aircraft', 'third', 'party', 'capacity', 'get', 'front', 'trade', 'phenomenon', 'discuss', 'still', 'incremental', 'progress', 'terms', 'putting', 'lower', 'yielding', 'package', 'appropriate', 'mode', 'provide', 'perspective']
928
928
['bronczek', 'great', 'question', 'affect', 'service', 'whatsoever', 'world', 'class', 'service', 'around', 'globe', 'adjust', 'capacity', 'move', 'right', 'traffic', 'right', 'network', 'upside', 'opportunity', 'growing', 'international', 'economy', 'financially', 'favorably', 'whereas', 'traffic', 'great', 'network', 'international', 'priority', 'around', 'world', 'upside', 'upside', 'international', 'economy', 'terrific', 'shift', 'match', 'happening', 'global', 'economy']
929
929
['operator', 'question', 'christian', 'wetherbee']
930
930
['unidentified', 'participant', 'analyst', 'chris', 'question', 'pertain', 'ground', 'margin', 'wonder', 'could', 'sense', 'individual', 'headwind', 'face', 'quarter', 'higher', 'network', 'expansion', 'costs', 'surcharge', 'operate', 'effects', 'margin']
931
931
932
932
933
933
['scott', 'group', 'analyst', 'wolfe', 'research', 'thanks', 'question', 'sg&a.', 'think', 'mention', 'expect', 'million', 'savings', 'understanding', 'right', 'comparable', 'million', 'initially', 'analyst', 'color', 'expect', 'labor', 'savings', 'quarter', 'pension', 'really', 'sign', 'headcount', 'reduction', 'timing', 'issue', 'offset', 'think', 'thank']
934
934
935
935
['strategic', 'question', 'world', 'look', 'different', 'today', 'month', 'specific', 'bucket', 'going', 'improve', 'express', 'listen', 'economic', 'outlook', 'think', 'going', 'little', 'pressure', 'erosion', 'express', 'talk', 'match', 'aggressively', 'billion', 'little', 'differently', 'describe', 'backend', 'load', 'towards', 'second', 'start', 'really', 'driving', 'leverage', 'things', 'commit', 'billion', 'comfortable', 'saying', 'today', 'environment']
936
936
['operator', 'question', 'hoexter', 'america']
937
937
938
938
939
939
['bronczek', 'right', 'numbers', 'flight', 'hours', 'significantly', 'usage', 'significantly', 'backbone', 'network', 'expand', 'international', 'economy', 'traffic', 'network', 'actually', 'positive', 'thing', 'side', 'financial', 'equation', 'express', 'embracing', 'economy', 'service', 'traffic', 'cohort', 'upside', 'cap']
940
940
['operator', 'question', 'brandon', 'oglenski', 'barclays']
941
941
942
942
943
943
['bronczek', 'harden', 'expense', 'program', 'working', 'exactly', 'would', 'question', 'actually', 'around', 'world', 'expense', 'target', 'performance', 'exception', 'acquisition', 'add', 'layer', 'expense', 'revenue', 'quite', 'frankly', 'without', 'impact', 'quarter', 'significant', 'express', 'margin', 'operate', 'profit', 'improve', 'right', 'plan', 'achieve', 'achieve']
944
944
945
945
946
946
['capex', 'strategy', 'change', 'focus', 'replacement', 'modernization', 'aircraft', 'fleet', 'express', 'driving', 'already', 'seeing', 'notice', 'fiscal', 'years', 'fourth', 'quarter', 'significantly', 'reduce', 'retire', 'number', 'plane', 'shorten', 'depreciable', 'life', 'course', 'headwind', 'segment', 'replacement', 'capital', 'efficient', 'price', 'absolutely', 'mandatory', 'continue', 'going', 'billion', 'money', 'possibly', 'ground', 'going', 'continue', 'ground', 'margin', 'going', 'range', 'going', 'continue', 'market', 'share', 'freight', 'great', 'continue', 'tweak', 'operate', 'model', 'expect', 'freight', 'invest', 'capital', 'allocation', 'continue', 'strategic', 'level', 'anything', 'capital', 'allocation', 'today', 'post']
947
947
['operator', 'question', 'kelly', 'dougherty', 'macquarie']
948
948
['operator', 'instructions']
949
949
['kelly', 'dougherty', 'analyst', 'macquarie', 'research', 'equity']
950
950
['operator', 'please', 'proceed']
951
951
952
952
['quarter', '12-quarter', 'program', 'try', 'point', 'manage', 'business', 'things', 'change', 'whereas', 'looking', 'different', 'revenue', 'outlook', 'international', 'express', 'month', 'component', 'change', 'future', 'anticipate', 'probably', 'although', 'continue', 'change', 'structure', 'thought', 'might', 'little', 'equation', 'little', 'revenue', 'benefit', 'equation']
953
953
954
954
955
955
956
956
957
957
958
958
['operator', 'question', 'atkins', 'stephen']
959
959
960
960
['glenn', 'glenn', 'obviously', 'launch', 'change', 'product', 'move', 'marketplace', 'staging', 'inventory', 'going', 'international', 'front', 'oppose', 'using', 'expedite', 'change', 'regard', 'terms', 'product', 'move', 'inventory', 'certainly', 'benefit', 'launch', 'probably', 'greater', 'benefit', 'domestic', 'system', 'although', 'short', 'burst', 'though', 'traffic', 'short', 'period', 'potentially', 'although', 'certainly', 'benefit', 'accessory', 'things', 'backend', 'launch']
961
961
962
962
963
963
['glenn', 'clarify', 'calendar', 'economic', 'outlook', 'mention', 'historical', 'revision', 'really', 'driving', 'reduction', 'calendar', 'growth', 'rates', 'obviously', 'numbers', 'update', 'take', 'build', 'historical', 'trend', 'affect', 'forecast', 'going', 'forward', 'really', 'material', 'change', 'fundamentals', 'business', 'oppose', 'historical', 'revision', 'economic', 'forecast', 'handle', 'second']
964
964
965
965
['operator', 'question', 'come', 'william', 'greene', 'morgan', 'stanley']
966
966
967
967
968
968
969
969
['glenn', 'strategy', 'substantially', 'increase', 'amount', 'parcel', 'traffic', 'cover', 'terrific', 'three', 'years', 'component', 'revenue', 'management', 'program', 'traffic', 'impact', 'certainly', 'contract', 'still', 'place', 'today', 'lock', 'base', 'contract', 'annual', 'sales', 'pricing', 'science', 'phenomenal', 'working', 'customer', 'annual', 'increase', 'please', 'change', 'dimensional', 'weight', 'place', 'several', 'years', 'change', 'clearly', 'benefit', 'company', 'strategic', 'change', 'several', 'years']
970
970
['operator', 'question', 'come', 'allison', 'landry', 'credit', 'suisse']
971
971
972
972
973
973
974
974
975
975
['bronczek', 'thanks', 'great', 'question', 'actually', 'looking', 'issue', 'planning', 'talk', 'several', 'quarters', 'execute', 'flawlessly', 'terrific', 'customer', 'network', 'course', 'think', 'going', 'going', 'forward', 'think', 'opportunity', 'international', 'economy', 'international', 'economy', 'traffic', 'exist', 'linehaul', 'network', 'going', 'forward', 'opportunity', 'successfully', 'answer', 'question', 'plan', 'several', 'quarters', 'execute', 'flawlessly', 'excite']
976
976
['glenn', 'would', 'point', 'think', 'success', 'terrific', 'collaboration', 'sales', 'express', 'operate', 'terms', 'getting', 'customer', 'right', 'network', 'early', 'process', 'extremely', 'happy', 'result', 'terms', 'collaborate', 'right', 'solution', 'customer']
977
977
['operator', 'question', 'come', 'keith', 'schoonmaker', 'morningstar']
978
978
['keith', 'schoonmaker', 'analyst', 'morningstar', 'notice', 'pretty', 'strong', 'growth', 'international', 'domestic', 'volume', 'organic', 'mostly', 'folding', 'acquisition', 'relate', 'could', 'comment', 'international', 'region', 'particular', 'strength', 'please']
979
979
['bronczek', 'question', 'actually', 'acquisition', 'organic', 'european', 'organic', 'perform', 'outstandingly', 'thank', 'congratulate', 'open', 'stations', 'month', 'service', 'terrific', 'incremental', 'acquisition', 'add', 'domestic', 'international', 'volume']
980
980
['operator', 'question', 'come', 'kevin', 'sterling', 'capital', 'market']
981
981
982
982
['glenn', 'think', 'bigger', 'issue', 'kevin', 'dealing', 'normal', 'trade', 'already', 'customer', 'change', 'defer', 'services', 'think', 'talking', 'growth', 'story', 'going', 'forward', 'terms', 'growth', 'trade', 'story', 'terrific', 'opportunity', 'advantage', 'opportunity', 'network']
983
983
984
984
985
985
['operator', 'question', 'come', 'david', 'vernon', 'bernstein']
986
986
987
987
['bronczek', 'international', 'freight', 'talking', 'coming', 'around', 'world', 'move', 'different', 'network', 'network', 'around', 'world', 'instead', 'fedex', 'purple', 'tails', 'traffic', 'unite', 'state', 'service', 'requirement', 'customer', 'ground', 'freight', 'express']
988
988
989
989
990
990
991
991
['operator', 'question', 'come', 'brian', 'jacoby', 'goldman', 'sachs']
992
992
['brian', 'jacoby', 'analyst', 'goldman', 'sachs', 'thanks', 'taking', 'question', 'regard', 'future', 'aircraft', 'purchase', 'maybe', 'little', 'stand', 'respect', 'lease', 'versus', 'purchasing', 'aircraft', 'years', 'probably', 'leaning', 'towards', 'putting', 'aircraft', 'balance', 'sheet', 'pretty', 'position', 'investment', 'grade', 'world']
993
993
994
994
995
995
996
996
['sciver', 'analyst', 'hedgeye', 'thank', 'taking', 'question', 'looking', 'international', 'express', 'regional', 'market', 'position', 'outstanding', 'franchise', 'america', 'weak', 'position', 'europe', 'balance', 'margin', 'could', 'strengthen', 'presence', 'europe']
997
997
['bronczek', 'comment', 'earlier', 'think', 'talk', 'organic', 'european', 'expansion', 'add', 'layer', 'growth', 'improvement', 'europe', 'traffic', 'coming', 'around', 'world', 'europe', 'working', 'balance', 'think', 'point', 'tremendous', 'result', 'plan', 'place', 'month', 'expand', 'going', 'forward', 'fiscal']
998
998
999
999
1000
1000
1001
1001
1002
1002
['means', 'volatility', 'surcharge', 'think', 'talk', 'earlier']
1003
1003
1004
1004
1005
1005
1006
1006
['bronczek', 'bronczek', 'first', 'point', 'first', 'comment', 'actually', 'adjust', 'global', 'network', 'coming', 'quarter', 'similarly', 'quarter', 'right', 'adjust']
1007
1007
['glenn', 'begin', 'institute', 'higher', 'increase', 'reducing', 'surcharge', 'note', 'strategy', 'ensure', 'surcharge', 'index', 'properly', 'align', 'price', 'customer', 'predictability', 'rates', 'adjust', 'account', 'surcharge', 'obviously', 'volatility', 'would', 'sitting', 'surcharge', 'believe', 'index', 'today', 'place', 'since', 'january', 'inappropriate', 'current', 'environment', 'although', 'obviously', 'reevaluate', 'determine', 'whether', 'prior', 'practice', 'continue']
1008
1008
['operator', 'question', 'come', 'scott', 'group', 'wolfe', 'research']
1009
1009
['scott', 'group', 'thanks', 'follow', 'want', 'ground', 'bucket', 'margin', 'pressure', 'ground', 'capex', 'rollout', 'think', 'capex', 'spend', 'years', 'growth', 'point', 'going', 'capex', 'increase', 'ground', 'every']
1010
1010
1011
1011
['operator', 'question', 'come', 'derek', 'raymond', 'james']
1012
1012
1013
1013
['bronczek', 'derek', 'thank', 'appreciate', 'question', 'please', 'momentum', 'balance', 'yield', 'weight', 'shipment', 'volume', 'network', 'adjustment', 'quarter', 'business', 'please', 'progress', 'quarter', 'really', 'efficiency', 'balance', 'balance', 'overall', 'focus', 'balance', 'yield']
1014
1014
['operator', 'question', 'stifel', 'investment']
1015
1015
1016
1016
['henry', 'maier', 'henry', 'maier', 'ability', 'contract', 'postal', 'increase', 'always', 'impact', 'though', 'timing', 'customer', 'terms', 'quickly', 'realize', 'decision', 'switch', 'network', 'largely', 'customer', 'decision', 'drive']
1017
1017
1018
1018
['question', 'investment', 'fleet', 'three', 'years', 'purchase', 'transportation', 'offset', 'right', 'rates', 'move', 'move', 'combination', 'move', 'price', 'increase', 'purchase', 'transportation', 'seeing', 'offset', 'benefit', 'linehaul', 'look', 'investing', 'fleet', 'obviously', 'making', 'appropriate', 'equipment', 'running', 'efficiency', 'purchase', 'transportation', 'always', 'supplement', 'linehaul', 'objective', 'combination', 'come', 'purchase', 'transportation', 'bucket', 'linehaul', 'objective', 'improve', 'organization', 'great', 'benefit', 'leverage', 'going', 'forward', 'business']
1019
1019
['operator', 'thank', 'conclude', 'today', 'question', 'answer', 'session', 'foster', 'conference', 'additional', 'closing', 'remark']
1020
1020
['mickey', 'foster', 'thank', 'participation', 'fedex', 'corporation', 'first', 'quarter', 'earnings', 'release', 'conference', 'anyone', 'investor', 'relations', 'additional', 'question', 'fedex', 'thanks']
1021
1021
['operator', 'conclude', 'today', 'conference', 'lady', 'gentleman', 'would', 'thank', 'participation', 'disconnect']
1022
1022
['thomson', 'financial', 'reserves', 'right', 'change', 'document', 'content', 'information', 'without', 'obligation', 'notify', 'person', 'change']
1023
1023
['conference', 'call', 'event', 'transcript', 'base', 'company', 'projection', 'forward', 'looking', 'statement', 'regard', 'variety', 'item', 'forward', 'looking', 'statement', 'base', 'current', 'expectation', 'involve', 'risk', 'uncertainty', 'actual', 'result', 'differ', 'materially', 'state', 'forward', 'looking', 'statement', 'base', 'number', 'important', 'factor', 'risk', 'specifically', 'identify', 'company', 'recent', 'filing', 'although', 'company', 'indicate', 'believe', 'assumption', 'underlie', 'forward', 'looking', 'statement', 'reasonable', 'assumption', 'could', 'prove', 'inaccurate', 'incorrect', 'therefore', 'assurance', 'result', 'contemplate', 'forward', 'looking', 'statement', 'realize']
1024
1024
['information', 'contain', 'event', 'transcript', 'textual', 'representation', 'applicable', 'company', 'conference', 'effort', 'provide', 'accurate', 'transcription', 'material', 'error', 'omission', 'inaccuracy', 'reporting', 'substance', 'conference', 'call', 'thomson', 'financial', 'applicable', 'company', 'applicable', 'company', 'assume', 'responsibility', 'investment', 'decision', 'base', 'information', 'provide', 'event', 'transcript', 'user', 'advise', 'review', 'applicable', 'company', 'conference', 'applicable', 'company', 'filing', 'making', 'investment', 'decision']
1025
1026
1026
1027
1028
1028
1029
1030
1030
['transcript', '091813a5052623.723']
1031
1032
1032
1033
1034
1034
['copyright']
1035
1035
1036
1037
1037
['copyright']
1038
0
1
2
3
4
4
5
5
['request', 'friday', '13:36:10']
6
7
7
8
9
9
['university', 'liverpool']
10
10
['sydney', 'jones', 'library']
11
11
[]
12
13
14
14
15
16
17
17
18
18
['project']
19
20
21
21
['result']
22
22
[]
23
23
['earnings', 'conference', 'final', 'disclosure', 'february', 'friday']
24
25
26
26
[]
27
27
['earnings', 'conference', 'final', 'disclosure', 'november', 'tuesday', '11455', 'words']
28
29
30
30
[]
31
31
32
33
34
34
35
35
36
37
38
38
[]
39
39
40
41
42
42
[]
43
43
44
45
46
46
47
48
48
49
50
51
51
52
53
53
54
55
55
56
57
57
58
58
59
59
60
60
61
61
62
62
63
63
64
64
65
65
66
66
67
67
['herzog', 'thank', 'excellent', 'generate', 'property', 'performance', 'growth', 'raise', 'million', 'equity', 'proceeds', 'strengthen', 'balance', 'sheet', 'end', 'strong', 'credit', 'metrics', 'liquidity', 'years', 'accretively', 'acquire', 'million', 'participation', 'manor', 'first', 'mortgage', 'terminate', 'transition', 'sunrise', 'manage', 'assets', 'operator', 'asset', 'bringing', 'total', 'number', 'sunrise', 'property', 'transition', 'month', 'represent', 'approximately', 'quarter', 'total', 'sunrise', 'exposure']
68
68
['several', 'topic', 'discus', 'first', 'fourth', 'quarter', 'result', 'second', 'investment', 'disposition', 'transactions', 'third', 'balance', 'sheet', 'financing', 'activity', 'fourth', 'guidance', 'finally', 'dividend']
69
69
70
70
['previously', 'disclose', 'quarter', 'recognize', 'million', 'impairment', 'connection', 'bankruptcy', 'erickson', 'retirement', 'community', 'million', 'relate', 'anticipate', 'restructure', 'cirrus', 'remain', 'million', 'early', 'termination', 'lease', 'science', 'segment', 'share', 'approximately', 'million', 'share', 'impairment', 'litigation', 'provision', 'midpoint', 'guidance', 'share', 'impact', 'several', 'item', 'anticipate', 'original', 'guidance', 'include', 'gain', 'bond', 'purchase', 'price', 'adjustment', 'record', 'lease', 'termination', 'partially', 'offset', 'higher', 'legal', 'expense', 'lower', 'interest', 'income', 'relate', 'sales', 'bankruptcy', 'erickson']
71
71
72
72
73
73
74
74
['improve', 'fix', 'charge', 'coverage', 'times', 'times', 'maturity', 'million', 'modest', 'include', 'million', 'senior', 'unsecured', 'note', 'million', 'mortgage', 'end', 'billion', 'available', 'revolver', 'million', 'unrestricted', 'marketable', 'security']
75
75
76
76
['guidance', 'assume', 'significant', 'acquisition', 'disposition', 'estate', 'investment', 'include', 'following', 'growth', 'expense', 'million', 'inclusive', 'stock', 'base', 'compensation', 'million', 'floating', 'asset', 'exposure', 'remains', 'around', 'million', 'average', 'libor', 'basis', 'point', 'development', 'redevelopment', 'first', 'generation', 'capital', 'funding', 'approximately', 'million', 'include', 'capitalize', 'interest', 'million', 'second', 'generation', 'lease', 'commission', 'tenant', 'capital', 'improvement', 'million']
77
77
78
78
79
79
['gallagher', 'thank', 'straight', 'details', 'performance', 'portfolio', 'senior', 'housing', 'occupancy', 'current', 'quarter', 'store', 'senior', 'housing', 'platform', 'represent', 'basis', 'point', 'sequential', 'decline', 'prior', 'quarter', 'basis', 'decline', 'prior', 'occupancy', 'stabilization', 'sunrise', 'portfolio', 'appear', 'gain', 'traction', 'quarter', 'reporting', 'sunrise', 'portfolio', 'occupancy', 'decline', 'basis', 'point', 'sequentially', 'however', 'sunrise', 'portfolio', 'continue', 'underperform', 'quarter', 'occupancy', 'drop', 'basis', 'point', 'quarter', 'occupancy', 'stabilization', 'along', 'continue', 'expense', 'management', 'modest', 'increase', 'holding', 'coverage', 'steady', 'result', 'sequential', 'property', 'coverage', 'decline', 'basis', 'point', 'times', 'times']
80
80
['current', 'quarter', 'property', 'entire', 'senior', 'housing', 'platform', 'decline', 'sunrise', 'portfolio', 'continue', 'result', 'sunrise', 'portfolio', 'improvement', 'drive', 'normal', 'steps', 'sunrise', 'portfolio', 'decline', 'drive', 'insurance', 'credits', 'reduce', 'libor', 'base', 'rent', 'recent', 'example', 'active', 'asset', 'management', 'capability', 'terminate', 'nearly', 'quarter', 'sunrise', 'assets', 'transition', 'operator', 'month', 'operator', 'assign', 'lease', 'significantly', 'increase', 'repositioning', 'assets', 'operator', 'drive', 'strong', 'property', 'annual', 'growth', 'entire', 'senior', 'housing', 'sector', 'expect', 'range']
81
81
82
82
['hospital', 'property', 'coverage', 'basis', 'point', 'times', 'property', 'fourth', 'quarter', 'remain', 'drive', 'short', 'relief', 'hogue', 'irvine', 'hospital', 'note', 'hogue', 'begin', 'pay', 'partial', 'august', 'schedule', 'beginning', 'result', 'forecast', 'strong', 'pickup', 'hospital', 'property', 'annual', 'growth']
83
83
['lease', 'exposure', 'consist', 'north', 'shore', 'regional', 'medical', 'center', 'slidell', 'louisiana', 'currently', 'lease', 'tenant', 'expire', 'execute', 'definitive', 'agreement', 'hospital', 'private', 'profit', 'ochsner', 'health', 'system', 'project', 'close', 'april', 'simultaneously', 'ochsner', 'acquire', 'operations', 'hospital', 'tenant', 'acquisition', 'ochsner', 'operate', 'eight', 'hospital', 'southeast', 'louisiana']
84
84
85
85
['skilled', 'nursing', 'skilled', 'nursing', 'portfolio', 'continue', 'perform', 'nicely', 'fourth', 'quarter', 'increase', 'drive', 'contractual', 'increase', 'solid', 'coverage', 'times']
86
86
87
87
88
88
89
89
['expense', 'reduction', 'initiative', 'result', 'decrease', 'quarterly', 'controllable', 'operate', 'expense', 'million', 'annual', 'decrease', 'million', 'compare', 'prior', 'target', 'store', 'growth', 'drive', 'modest', 'increase', 'occupancy', 'contractual', 'growth', 'occupancy', 'fourth', 'quarter', 'basis', 'point', 'result', 'tenant', 'taking', 'occupancy', 'nashville', 'minneapolis', 'vega', 'offset', 'slightly', 'expiration', 'master', 'lease', 'place', 'tenant', 'become', 'direct', 'tenant']
90
90
['fourth', 'quarter', 'tenant', 'represent', '473,000', 'square', 'occupancy', '303,000', 'square', 'relate', 'previously', 'occupy', 'space', 'renewal', 'quarter', 'result', 'higher', 'market', 'rent', 'retention', 'finish', 'looking', 'forward', '2.325', 'million', 'square', 'schedule', 'expiration', 'include', '323,000', 'square', 'month', 'month', 'lease', 'pipeline', 'remains', 'strong', '428,000', 'square', 'execute', 'lease', 'commence', '552,000', 'square', 'active', 'negotiation']
91
91
92
92
['occupancy', 'entire', 'science', 'portfolio', 'quarter', 'decrease', 'occupancy', 'drive', '58,000', 'square', 'tenant', 'cease', 'operations', 'november', 'quarter', 'complete', '94,000', 'square', 'lease', '61,500', 'square', 'relate', 'previously', 'occupy', 'space', 'renew', 'average', 'renting', 'increase', 'approximately']
93
93
94
94
['lease', 'expiration', 'total', '306,000', 'square', 'represent', 'annualized', 'revenue', 'looking', '417,000', 'square', 'expiration', 'represent', 'annual', 'revenue', 'continue', 'pursue', 'pipeline', 'lease', 'prospect', 'excess', '550,000', 'square', 'exist', 'space', 'continue', 'monitor', 'larger', 'institutional', 'client', 'begin', 'space', 'accommodate', 'expansion', 'need', 'locate', 'function']
95
95
96
96
['science', 'portfolio', 'performance', 'remains', 'strong', 'despite', 'deteriorate', 'estate', 'fundamentals', 'experience', 'performance', 'large', 'quality', 'tenant', 'performance', 'larger', 'public', 'science', 'tenant', 'remains', 'strong', 'continue', 'earnings', 'growth', 'report', 'tenant', 'roche', 'genentech', 'amgen', 'dakota', 'marigenetics', 'nuvasive', 'addition', 'private', 'venture', 'back', 'tenant', 'raise', 'million', 'financing', 'additional', 'milestone', 'payment', 'total', 'billion', 'multiple', 'source', 'include', 'partnership', 'public', 'equity', 'venture', 'capital']
97
97
['overall', 'health', 'financing', 'environment', 'supporting', 'biotech', 'industry', 'rebound', 'strongly', 'biotech', 'raising', 'record', 'complete', 'nearly', 'billion', 'deal', 'liquidity', 'standpoint', 'science', 'tenant', 'month', 'represent', 'annualized', 'revenue', 'review', 'would']
98
98
99
99
100
100
101
101
['minute', 'onion', 'secret', 'sauce', 'diversify', 'business', 'model', 'nothing', 'forever', 'meaningful', 'emphasize', 'world', 'meaningful', 'diversification', 'across', 'sector', 'health', 'estate', 'provide', 'shareholder', 'stable', 'recur', 'source', 'growing', 'flow', 'understand', 'expect', 'outperformances', 'likely', 'challenge', 'sector', 'diversification', 'insulate', 'sustain', 'shareholder', 'concentrate', 'downturn', 'diversification', 'create', 'superior', 'universe', 'investment', 'opportunity', 'company']
102
102
['update', 'manor', 'fourth', 'quarter', 'performance', 'take', 'third', 'quarter', 'result', 'summarize', 'supplemental', 'disclosure', 'healthcare', 'analyst', 'today', 'doubt', 'aware', 'fourth', 'quarter', 'weakness', 'recently', 'report', 'publicly', 'trade', 'skilled', 'nursing', 'operator', 'somewhat', 'expect', 'fourth', 'quarter', 'first', 'period', 'medicare', 'reimbursement', 'reduction', 'occur']
103
103
104
104
['closing', 'remind', 'chinese', 'astrology', 'tiger', 'dynamic', 'powerful', 'tigers', 'celebrate', 'significant', 'milestone', 'november', 'honor', 'nareit', 'celebrate', 'birthday', 'president', 'eisenhower', 'brain', 'child', 'estate', 'investment', 'trust', 'closing', 'stock', 'exchange', 'recognition', 'anniversary', 'publicly', 'trade', 'company', 'earlier', 'conduct', 'first', 'investor', 'lower', 'manhattan']
105
105
106
106
['question', 'answer']
107
107
['operator', 'operator', 'instructions', 'first', 'question', 'come', 'habermann', 'goldman', 'sachs']
108
108
['jonathan', 'habermann', 'analyst', 'goldman', 'sachs', 'morning', 'everyone', 'starting', 'comment', 'obviously', 'change', 'expectation', 'obviously', 'delay', 'status', 'possible', 'cancellation', 'health', 'reform', 'altogether', 'number', 'opportunity', 'currently', 'looking', 'guess', 'segment', 'potential', 'return', 'looking', 'point']
109
109
110
110
['think', 'think', 'continue', 'expect', 'active', 'space', 'think', 'handicapped', 'activity', 'subsectors', 'previously', 'terms', 'active', 'least', 'active', 'would', 'probably', 'skilled', 'nursing', 'space', 'likely', 'active', 'sector', 'would', 'probably', 'science', 'towards', 'bottom', 'align', 'three', 'space', 'skilled', 'nursing', 'terms', 'active', 'would', 'probably', 'senior', 'housing', 'medical', 'office', 'hospital', 'basically', 'really', 'change', 'quarter', 'terms', 'deal', 'review', 'working', 'think', 'really', 'change', 'terms', 'perspective', 'terms']
111
111
['jonathan', 'habermann', 'base', 'return', 'profile', 'really', 'growth', 'outlook', 'couple', 'years']
112
112
['flaherty', 'think', 'largely', 'impact', 'return', 'profile', 'think', 'underlie', 'economic', 'fundamentals', 'important', 'aging', 'boomer', 'demographic', 'change', 'continue', 'think', 'drive', 'attractive', 'opportunity', 'couple', 'years', 'skilled', 'senior', 'housing', 'lesser', 'extent', 'science', 'really', 'unique']
113
113
114
114
115
115
116
116
['jonathan', 'habermann', 'likely']
117
117
['flaherty', 'tune']
118
118
['jonathan', 'habermann', 'final', 'question', 'update', 'today', 'talk', 'amount', 'coming', 'think', 'million', 'unsecured', 'think', 'issue', 'today']
119
119
['flaherty', 'terms', 'unsecured', 'market', 'minus', 'maturity', 'would', 'minus', '10-year', 'maturity', 'would']
120
120
121
121
122
122
123
123
['david', 'analyst', 'citigroup', 'morning', 'michael', 'bilerman', 'first', 'question', 'maybe', 'goal', 'respect', 'balance', 'sheet', 'perhaps', 'increase', 'liquidity', 'arbitrage', 'environment', 'priority', 'month']
124
124
125
125
['overall', 'leverage', 'comfortable', 'looking', 'lever', 'basis', 'leaning', 'direction', 'maybe', 'slightly', 'delever', 'comfortable', 'level']
126
126
127
127
128
128
129
129
130
130
['michael', 'bilerman', 'bring', 'something', 'house', 'try', 'think', 'think', 'transaction', 'activity', 'whether', 'could', 'expect', 'something']
131
131
132
132
133
133
134
134
['flaherty', 'acquisition', 'science', 'acquisition', 'investment', 'really', 'change', 'going', 'forward']
135
135
['michael', 'bilerman', 'guess', 'selection', 'assume', 'valentine', 'drinking', 'something']
136
136
137
137
['michael', 'bilerman']
138
138
139
139
140
140
141
141
['jerry', 'doctrow', 'right']
142
142
['flaherty', 'talking', 'additional']
143
143
['jerry', 'doctrow', 'thought', 'roche', 'facility', 'maybe', 'peninsula', 'talk', 'maybe', 'consolidate', 'research', 'operations', 'perhaps']
144
144
145
145
['still', 'could', 'change', 'suspect', 'probably', 'think', 'probably', 'driver', 'prospect', 'company', 'particularly', 'hitting', 'maybe', 'drug', 'things']
146
146
147
147
['jerry', 'doctrow', 'senior', 'housing', 'little', 'slippage', 'third', 'quarter', 'think', 'feedback', 'getting', 'operator', 'optimism', 'forward', 'try', 'sense', 'particularly', 'since', 'quarter', 'feeling', 'outlook', 'senior', 'housing', 'broadly']
148
148
['flaherty', 'correctly', 'point', 'numbers', 'cite', 'fourth', 'quarter', 'flash', 'fourth', 'quarter', 'numbers', 'pretty', 'think', 'meaningful', 'stabilization', 'comment', 'would', 'exclude', 'sunrise', 'component', 'going', 'forward', 'think', 'almost', 'decision', 'economic', 'environment', 'consistently', 'probably', 'listen', 'listen', 'morning', 'rubini', 'arian', 'increase', 'probability', 'double', 'recession', 'second']
149
149
150
150
['herzog', 'thing', 'would', 'senior', 'housing', 'exclude', 'sunrise', 'fourth', 'quarter', 'basis', 'property', 'performance', 'actually', 'right', 'range', 'would', 'expect', 'couple', 'sunrise', 'transactional', 'item', 'insurance', 'credits', 'funds', 'cause', 'sunrise', 'dramatically', 'expect', 'thereby', 'senior', 'housing', 'number', 'quite', 'smaller', 'basis', 'whole', 'senior', 'housing', 'exclude', 'sunrise', 'result']
151
151
['jerry', 'doctrow', 'thing', 'update', 'litigation', 'assume', 'nothing', 'dramatic', 'happen', 'maybe', 'remind', 'ventas', 'sunrise', 'terms', 'might', 'expect', 'something', 'happen']
152
152
153
153
['sunrise', 'litigation', 'precede', 'court', 'delaware', 'chancery', 'court', 'virginia', 'federal', 'district', 'court', 'proceedings', 'move', 'along', 'quickly', 'virginia', 'anticipate', 'going', 'trial', 'spring', 'particular', 'trial', 'involve', 'portfolio', 'property', 'virginia', 'believe', 'strong', 'prevail', 'trial']
154
154
155
155
156
156
['jerry', 'doctrow', 'thanks']
157
157
158
158
159
159
['richard', 'anderson', 'analyst', 'capital', 'market', 'morning', 'chinese', 'speaking', 'chinese', 'think', 'thank', 'think', 'mandarin', 'regard', 'science', 'think', 'store', 'growth', 'mention', 'lease', 'activity', 'market', 'rent', 'looking', 'note', 'limited', 'lease', 'expiration', 'forward', 'basis', 'wonder', 'miss', 'opportunity', 'thing', 'sense', 'maybe', 'potentially', 'lease', 'expiration', 'try', 'sense', 'marketplace', 'expiration']
160
160
['flaherty', 'think', 'light', 'environment', 'today', 'remember', 'history', 'agree', 'portfolio', 'occupy', 'indicate', 'street', 'years', 'performance', 'move', 'within', 'month', 'seeing', 'result', 'extraordinary', 'amount', 'successful', 'lease', 'activity', 'comment', 'think', 'miss', 'opportunity']
161
161
162
162
['richard', 'anderson', 'lease', 'lease', 'vacant', 'space', 'necessarily', 'rolling', 'already', 'occupy', 'space', 'opportunity']
163
163
164
164
['remember', 'think', 'nareit', 'conference', 'couple', 'years', 'particular', 'scratching', 'saying', 'getting', 'step', 'point', 'fortunate', 'performance', 'show', 'berkeschneider', 'platform', 'fantastic']
165
165
['richard', 'anderson', 'convert', 'conventional', 'office', 'correct']
166
166
167
167
['richard', 'anderson', 'turning', 'sunrise', 'feeling', 'motivate', 'transition', 'portfolio', 'think', 'sense', 'sunrise', 'starting', 'stabilization', 'operations', 'motivate']
168
168
['flaherty', 'think', 'responsibility', 'ensure', 'shareholder', 'getting', 'proper', 'return', 'quality', 'estate', 'portfolio', 'probably', 'glean', 'herzog', 'gallagher', 'comment', 'morning', 'drill', 'senior', 'housing', 'bifurcate', 'sunrise', 'portion', 'sunrise', 'portion', 'different', 'things', 'going', 'respect', 'performance']
169
169
['richard', 'anderson', 'right', 'though', 'guess', 'thinking', 'future', 'still', 'future', 'going', 'somewhat', 'mirror', 'image']
170
170
171
171
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172
172
['richard', 'anderson', 'quick', 'science', '118,000', 'square', 'termination', 'quarter', 'think', 'comment', 'situation', 'individual', 'tenant']
173
173
174
174
['richard', 'anderson', 'model', 'total', 'income', 'inclusive', 'amount', 'million']
175
175
176
176
['richard', 'anderson', 'alright', 'thank']
177
177
['flaherty']
178
178
['operator', 'question', 'come', 'dustin', 'pizzo']
179
179
180
180
181
181
182
182
183
183
184
184
185
185
['dustin', 'pizzo']
186
186
['gallagher', 'normally', 'anywhere', 'normal', 'growth', 'share', 'increase', 'coming', 'renegotiate', 'contract', 'transfer', 'transfer', 'sunrise', 'regular', 'portfolio', 'significant', 'growth', 'reposition', 'assets']
187
187
188
188
['flaherty', 'efficient', 'operator', 'taking', 'quality', 'estate', 'dustin', 'additional', 'occupancy', 'gain', 'gravy']
189
189
190
190
191
191
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192
192
['notwithstanding', 'horizon', 'terrific', 'operator', 'might', 'couple', 'week', 'metrics', 'portfolio', 'tracking', 'right', 'around', 'occupancy', 'operate', 'margin', 'metrics', 'continue', 'quite', 'continue', 'strong', 'supporter', 'management']
193
193
194
194
['unidentified', 'participant', 'analyst']
195
195
['flaherty']
196
196
['unidentified', 'participant', 'portfolio', 'increase', 'release', 'fourth', 'quarter']
197
197
['flaherty']
198
198
199
199
['flaherty', 'supplemental']
200
200
['unidentified', 'participant', 'lease']
201
201
202
202
['unidentified', 'participant', 'would', 'surface', 'column', 'obviously']
203
203
['herzog', 'right']
204
204
['unidentified', 'participant', 'question', 'commentary', 'terms', 'thinking', 'investment', 'front', 'think', 'little', 'interest', 'snips', 'science', 'lower', 'seeing', 'terms', 'return', 'profile', 'terms', 'pricing', 'seeking', 'investment', 'potential', 'growth', 'level', 'cause', 'ranking']
205
205
206
206
['environment', 'things', 'quite', 'frothy', 'recently', 'extend', 'period', 'first', 'recently', 'short', 'period', 'december', 'early', 'january', 'probably', 'reduce', 'competitive', 'advantage', 'think', 'advantage', 'market', 'little', 'choppy', 'people', 'things', 'capital', 'market', 'execution', 'hope', 'plan', 'might', 'sense', 'opportunity', 'likely', 'skilled', 'space', 'senior', 'housing', 'space', 'order', 'move', 'hospital', 'science', 'think', 'really', 'think', 'important', 'investing', 'particularly', 'sector', 'create', 'value']
207
207
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208
208
['senior', 'housing', 'current', 'supply', 'demand', 'think', 'fascinate', 'sector', 'underlie', 'growth', 'boomer', 'still', 'today', 'occupancy', 'nothing', 'supply', 'coming', 'return', 'really', 'project', 'think', 'could', 'opportunity', 'really', 'investment', 'consistent', 'medcap', 'slough', 'manor']
209
209
['unidentified', 'participant', 'thank']
210
210
211
211
212
212
213
213
214
214
215
215
216
216
217
217
218
218
['robert', 'main']
219
219
['flaherty', 'would', 'forward', 'thinking', 'would', 'move', 'unlike', 'profits', 'thought', 'interest', 'within', 'health', 'reform', 'whatever', 'delay', 'postpone', 'eliminate', 'quickly', 'reduce', 'equity', 'holder', 'investment', 'company', 'substantial', 'amount', 'dividend', 'oppose']
220
220
221
221
['robert', 'main', 'couple', 'clarification', 'looking', 'amortization', 'previously', 'defer', 'rent', 'million', 'deferral']
222
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238
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243
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244
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255
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257
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269
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273
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280
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290
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292
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298
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310
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311
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312
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313
313
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318
318
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319
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320
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322
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323
323
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324
324
325
325
326
326
327
327
328
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329
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331
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332
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333
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334
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335
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336
336
337
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339
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341
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346
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352
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354
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356
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358
358
359
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363
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['copyright']
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['disclosure']
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385
386
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387
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390
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395
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400
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401
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408
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409
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411
411
412
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413
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417
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418
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419
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420
420
421
421
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423
423
424
424
425
425
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427
427
428
428
429
429
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430
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431
431
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432
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433
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434
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435
435
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438
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440
440
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441
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443
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444
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445
445
446
446
447
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448
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450
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451
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452
452
453
453
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675
675
['think', 'reform', 'think', 'certainly', 'agree', 'certainly', 'george', 'going', 'reform', 'exactly', 'think', 'going', 'space', 'change', 'business', 'model', 'profit', 'client', 'clearly', 'strangle', 'would', 'reimbursement', 'therefore', 'force', 'shift', 'shift', 'expensive', 'price', 'setting', 'acute', 'model', 'outpatient', 'lower', 'setting', 'would', 'event', 'sector']
676
676
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677
677
678
678
['something', 'pass', 'paralysis', 'behind', 'healthcare', 'client', 'spending', 'thing']
679
679
['richard', 'anderson', 'wendy']
680
680
['wendy', 'simpson', 'agree', 'panelist', 'terms', 'impact', 'skilled', 'nursing', 'going', 'significant', 'impact', 'skilled', 'nursing', 'coverage', 'portfolio', 'skilled', 'nursing', 'close', 'three', 'times', 'operator', 'making', 'money', 'several', 'years', 'skilled', 'nursing', 'development', 'maybe', 'capital', 'dollar', 'spend', 'skilled', 'nursing', 'years', 'think', 'capital', 'dollar', 'improve', 'property', 'currently', 'investment', 'skilled', 'nursing']
681
681
682
682
['taking', 'consideration', 'looking', 'future', 'really', 'private', 'assist', 'living', 'arena', 'thing', 'president', 'obama', 'night', 'passing', 'thing', 'would', 'really', 'reform', 'whatever', 'change', 'using', 'texas', 'example', 'texas', 'basically', 'every', 'company', 'state', 'several', 'years', 'implement', 'reform', 'texas', 'great', 'state', 'right', 'great', 'state', 'influx', 'doctor', 'state', 'texas', 'going', 'healthcare', 'reform', 'things', 'look']
683
683
684
684
685
685
686
686
['second', 'thing', 'winner', 'loser', 'clear', 'bookend', 'mention', 'winner', 'loser', 'think', 'important', 'tenant', 'standpoint', 'someone', 'kindred', 'large', 'ventas', 'tenant', 'kindred', 'really', 'large', 'acute', 'provider', 'unite', 'state', 'expertise', 'scale', 'deliver', 'integrate', 'acute', 'really', 'system', 'going', 'flexibility', 'within', 'building', 'kindred', 'winner', 'healthcare', 'reform', 'system', 'really', 'change', 'happen', 'building', 'optimize', 'flow', 'contour', 'healthcare', 'reform', 'better', 'know']
687
687
688
688
689
689
['richard', 'anderson', 'resolution', 'would', 'healthcare', 'reform', 'would', 'prompt', 'active', 'ridea', 'reason']
690
690
691
691
['would', 'deliver', 'value', 'shareholder', 'really', 'become', 'essentially', 'operator', 'volatility']
692
692
693
693
['debra', 'cafaro', 'selective']
694
694
['richard', 'anderson', 'wendy']
695
695
['wendy', 'simpson', 'using', 'ridea']
696
696
['richard', 'anderson', 'simple', 'answer']
697
697
['george', 'chapman', 'look', 'ridea', 'really', 'think', 'could', 'appropriate', 'turnaround', 'situation', 'usually', 'significant', 'operational', 'upside', 'start', 'try', 'apply', 'ridea', 'investment', 'operator', 'improve', 'performance', 'occasion', 'ridea', 'could', 'helpful']
698
698
699
699
700
700
701
701
702
702
703
703
['richard', 'anderson', 'start', 'since', 'skip', 'first', 'around']
704
704
['lillibridge', 'question', 'correctly', 'yield']
705
705
706
706
707
707
708
708
['richard', 'anderson', 'anybody', 'comment']
709
709
['george', 'chapman', 'agree', 'looking', 'opportunity', 'think', 'skilled', 'nursing', 'arena', 'likely', 'initial', 'yield', 'maybe', 'higher', 'certain', 'circumstances', 'assist', 'living', 'could', 'assets', 'unique', 'opportunistic', 'investing', 'really', 'generalize', 'surprise', 'things', 'perhaps', 'inefficiency', 'financial', 'market', 'agency', 'provide', 'capital', 'rates', 'move', 'quite', 'would', 'expect', 'given', 'demand', 'supply', 'market', 'economy']
710
710
['debra', 'cafaro', 'senior', 'housing', 'financing', 'agency', 'haircut', 'agency', 'lender', 'would', 'typically', 'assets', 'seeing', 'valuation', 'senior', 'housing', 'senior', 'housing', 'assets', 'really', 'range', 'valuation', 'holding', 'george', 'availability', 'attractive', 'fannie', 'freddie', 'financing']
711
711
['richard', 'anderson', 'maybe', 'happen', 'senior', 'housing', 'skilled', 'nursing', 'wendy', 'would', 'would']
712
712
['wendy', 'simpson', 'still', 'looking', 'yield', 'skilled', 'nursing', 'rates', 'anywhere', 'depend', 'property']
713
713
714
714
['wendy', 'simpson', 'change', 'course', 'experience', 'competition', 'fannie', 'financing', 'finding', 'though', 'operator', 'traditional', 'financing', 'financing', 'something', 'three', 'years', 'mature', 'maybe', 'value', 'coming', 'renew', 'value', 'seeing', 'squeeze', 'think', 'rates', 'little', 'become']
715
715
716
716
['flaherty', 'elect', 'cycle', 'fourth', 'quarter', 'today', 'really', 'investor', 'actually', 'equity', 'investment', 'standpoint', 'pretty', 'current', 'return', 'ability', 'depend', 'happen', 'either', 'situation', 'specific', 'operator', 'tenant', 'broad', 'issue', 'healthcare', 'reform', 'convert', 'investment', 'something', 'upside', 'lower', 'valuation', 'point', 'would', 'investment', 'years', 'really', 'play', 'cycle']
717
717
718
718
['unidentified', 'audience', 'member', 'effect', 'emergence', 'private', 'reit', 'making', 'acquisition', 'various', 'sector', 'helping', 'hinder', 'terms', 'competition', 'acquisition', 'actually', 'selling', 'assets', 'portfolio', 'assets', 'private', 'competitor']
719
719
720
720
721
721
722
722
['richard', 'anderson', 'would', 'maybe', 'pendulum', 'leverage', 'conversation', 'swing', 'widely', 'leverage', 'whatever', 'leverage', 'times', 'think', 'appropriate', 'level', 'leverage', 'relate', 'organization', 'guess', 'start']
723
723
724
724
725
725
['richard', 'anderson', 'anybody']
726
726
['wendy', 'simpson', 'agree', 'fluid', 'number', 'seriously', 'lever', 'instance', 'friendly', 'banks', 'friendly', 'face', 'issue', 'assets', 'going', 'bankrupt', 'company', 'going', 'bankrupt']
727
727
['debra', 'cafaro', 'remember']
728
728
['wendy', 'simpson', 'confluence', 'situation', 'try', 'eliminate', 'leverage', 'analyst', 'include', 'preferreds', 'lever', 'understand', 'include', 'prefer', 'dividend', 'fix', 'charge', 'coverage', 'ratio', 'always', 'prefer', 'money', 'never', 'unless', 'going', 'bankrupt', 'using', 'preferreds', 'financing', 'source', 'dividend', 'anyway', 'going', 'first', 'works', 'capital', 'structure', 'using', 'preferreds', 'finance', 'company']
729
729
['probably', 'financing', 'future', 'bullet', 'financing', 'borrow', 'million', 'years', 'million', 'financing', 'maturity', 'coming', 'provide', 'focus', 'company', 'think', 'think', 'really', 'going', 'heavily', 'leverage', 'going', 'coming', 'significantly', 'future', 'match', 'funding', 'assets', 'assets']
730
730
['richard', 'anderson']
731
731
732
732
['richard', 'anderson', 'george']
733
733
['george', 'chapman', 'certainly', 'agree', 'debbie', 'analysis', 'fellow', 'school', 'wonderful', 'school', 'although', 'overcome', 'think', 'inaudible', 'little', 'think', 'flexible', 'depend', 'circumstances', 'easy', 'grad', 'think']
734
734
['terms', 'terms', 'leverage', 'though', 'public', 'maintain', 'rating', 'ability', 'given', 'model']
735
735
['flaherty', 'degree', 'internal', 'obstacle', 'overcome']
736
736
737
737
738
738
['richard', 'anderson', 'pretty', 'opinion']
739
739
['flaherty', 'first', 'foremost', 'maintain', 'investment', 'grade', 'credit', 'rating', 'difference', 'order', 'opportunistically', 'everybody', 'talks', 'move', 'opportunistically', 'think', 'balance', 'sheet', 'allow', 'opportunistically', 'definitely', 'continue', 'going', 'forward', 'company', 'historically', 'fund', '50/50', 'equity', 'right', 'depreciate', 'sort', 'access', 'capital', 'really', 'point', 'bigger', 'concern', 'going', 'deploy', 'capital', 'oppose', 'going', 'raise']
740
740
['richard', 'anderson', 'question', 'early', 'panel', 'discussion', 'mention', 'amount', 'activity', 'would', 'reform', 'assume', 'maybe', 'include', 'would', 'consolidation', 'within', 'estate', 'industry', 'healthcare', 'reit', 'maybe', 'operator', 'maybe', 'could', 'expand', 'little', 'might', 'consolidation', 'basis', 'within', 'space']
741
741
742
742
['richard', 'anderson', 'anybody', 'consolidation', 'chatter', 'look', 'something', 'debbie']
743
743
744
744
745
745
['thomson', 'financial', 'reserves', 'right', 'change', 'document', 'content', 'information', 'without', 'obligation', 'notify', 'person', 'change']
746
746
747
747
748
749
749
750
751
751
['language', 'english']
752
753
753
754
755
755
['publication', 'transcript']
756
757
758
758
['copyright']
759
759
760
760
761
761
762
763
763
['return']
764
765
765
['focus', 'document']
766
767
768
768
769
770
770
771
772
772
['earnings', 'conference', 'final']
773
774
774
['length', '11591', 'words']
775
776
776
777
777
['henning', 'general', 'counsel', 'flaherty', 'chairman', 'herzog', 'gallagher', 'chief', 'investment', 'officer']
778
778
['conference', 'participant']
779
779
['sheryl', 'skolnick', 'capital', 'group', 'analyst', 'habermann', 'goldman', 'sachs', 'analyst', 'biffert', 'oppenheimer', 'analyst', 'bryan', 'sekino', 'barclays', 'capital', 'analyst', 'jerry', 'doctrow', 'stifel', 'nicolaus', 'analyst', 'anderson', 'capital', 'market', 'analyst', 'nosbaum', 'analyst', 'sullivan', 'green', 'street', 'advisor', 'analyst', 'arabia', 'green', 'street', 'advisor', 'analyst']
780
780
['presentation']
781
781
['operator', 'lady', 'gentleman', 'welcome', 'second', 'quarter', 'earnings', 'conference', 'coordinator', 'today', 'participant', 'listen', 'facilitate', 'question', 'answer', 'session', 'toward', 'conference', 'operator', 'instructions', 'reminder', 'conference', 'record', 'replay', 'purpose', 'would', 'presentation', 'today', 'conference', 'henning', 'executive', 'president', 'general', 'counsel', 'ahead']
782
782
783
783
['additionally', 'certain', 'financial', 'measure', 'discuss', 'course', 'provide', 'reconciliation', 'measure', 'comparable', 'measure', 'certain', 'relate', 'disclosure', 'supplemental', 'information', 'package', 'earnings', 'release', 'furnish', 'today', 'available', 'website']
784
784
['chairman']
785
785
786
786
['herzog', 'thank', 'several', 'item', 'cover', 'today', 'first', 'mention', 'yesterday', 'close', 'accretive', 'million', 'investment', 'senior', 'traunch', 'manorcare', 'mortgage', 'second', 'second', 'quarter', 'report', 'share', 'share', 'impairment', 'charge', 'third', 'continue', 'strengthen', 'balance', 'sheet', 'close', 'quarter', 'financial', 'leverage', 'ratio', 'adjust', 'service', 'coverage', 'improve', 'times', 'second', 'quarter', 'fourth', 'guidance', 'increase', 'share', 'result', 'accretive', 'investment', 'manorcare', 'lastly', 'streamline', 'enhance', 'supplemental', 'package']
787
787
788
788
789
789
['second', 'quarter', 'result', 'deliver', 'share', 'share', 'impairment', 'charge', 'compare', 'share', 'share', 'impairment', 'merger', 'relate', 'charge', 'second', 'quarter', 'three', 'unusual', 'item', 'include', 'previous', 'guidance', 'together', 'approximately', 'offset', 'follow']
790
790
['first', 'connection', 'previously', 'announce', 'transition', 'senior', 'housing', 'community', 'operate', 'sunrise', 'recognize', 'impairment', 'charge', 'approximately', 'million', 'share', 'relate', 'intangible', 'lease', 'assets', 'second', 'record', 'favorable', 'adjustment', 'approximately', 'million', 'share', 'relate', 'correct', 'purchase', 'price', 'allocation', 'certain', 'assets', 'acquire', 'finally', 'recognize', 'rental', 'income', 'approximately', 'million', '0.005', 'share', 'single', 'tenant', 'science', 'facility', 'store', 'property', 'continue', 'perform', 'produce', 'positive', 'growth', 'second', 'quarter', 'versus', 'second', 'quarter', 'review', 'performance', 'segment', 'minutes']
791
791
['respect', 'investment', 'disposition', 'activity', 'second', 'quarter', 'fund', 'million', 'development', 'tenant', 'capital', 'improvement', 'primarily', 'science', 'segment', 'quarter', 'complete', 'hospital', 'include', 'gatos', 'hospital', 'formerly', 'operate', 'tenant', 'generate', 'aggregate', 'proceeds', 'million', 'gain', 'million', 'lastly', 'aggregate', 'market', 'marketable', 'security', 'increase', 'value', 'approximately', 'million', 'quarter', 'principally', 'drive', 'investment', 'increase', 'impact', 'income', 'rather', 'report', 'element', 'comprehensive', 'income', 'consolidate', 'statement', 'equity']
792
792
793
793
794
794
795
795
796
796
['addition', 'adjustment', 'manorcare', 'number', 'move', 'parts', 'consider', 'updating', 'guidance', 'moment', 'revise', 'assumption', 'continue', 'expect', 'property', 'growth', 'range', 'incur', '-$0.02', 'share', 'relate', 'lease', 'intangible', 'impairment', 'offset', 'favorable', 'purchasing', 'accounting', 'adjustment', 'share', 'describe', 'earlier', 'expect', '-$0.02', 'share', 'projection', 'lower', 'rent', 'sunrise', 'portfolio', 'offset', 'additional', 'income', 'share', 'connection', 'revenue', 'recognition', 'relate', 'science', 'facility', '-$0.02', 'share', 'relate', 'increase', 'litigation', 'costs', 'result', 'expect', 'approximate', 'million', 'million', 'increase', 'offset', 'numerous', 'item', 'represent', 'positive', 'impact', 'share', 'additional', 'acquisition', 'estate', 'investment', 'contribution', 'assets', 'joint', 'venture', 'future', 'impairment', 'similar', 'charge', 'exclude']
797
797
798
798
799
799
800
800
801
801
['senior', 'housing', 'occupancy', 'second', 'quarter', 'store', 'senior', 'housing', 'platform', 'represent', 'basis', 'point', 'sequential', 'decline', 'first', 'quarter', 'basis', 'point', 'decline', 'prior', 'exception', 'sunrise', 'portfolio', 'seeing', 'decline', 'sunrise', 'portfolio', 'previously', 'stable', 'experience', 'single', 'large', 'quarterly', 'decline', 'basis', 'point', 'decrease', 'occupancy', 'largely', 'drive', 'mansion', 'occupancy', 'mansion', 'occupancy', 'remains', 'mention', 'operator', 'continue', 'demonstrate', 'operate', 'flexibility', 'sequential', 'property', 'coverage', 'holding', 'steady', 'times', 'decline', 'prior', 'coverage', 'sunrise', 'credits', 'receive', 'current', 'deterioration', 'performance', 'sunrise', 'mansion']
802
802
['current', 'quarter', 'property', 'performance', 'result', 'separate', 'sunrise', 'portfolio', 'provide', 'accurate', 'explanation', 'senior', 'housing', 'platform', 'sunrise', 'portfolio', 'property', 'performance', 'increase', 'sunrise', 'recall', 'first', 'quarter', 'performance', 'decrease', 'result', 'libor', 'base', 'rent', 'insurance', 'credits', 'receive', 'remainder', 'decline', 'certain', 'sunrise', 'portfolio', 'payment', 'receive', 'first', 'quarter', 'payment', 'however', 'receive', 'second', 'quarter', 'result', 'higher', 'sunrise', 'property', 'performance', 'second', 'quarter', 'normalize', 'result', 'netting', 'first', 'quarter', 'payment', 'receive', 'second', 'quarter', 'current', 'quarter', 'property', 'performance', 'sunrise', 'property', 'performance', 'sunrise']
803
803
804
804
805
805
806
806
807
807
808
808
809
809
810
810
811
811
['composition', 'tenant', 'strong', 'approximately', 'rent', 'coming', 'public', 'company', 'establish', 'private', 'entity', 'liquidity', 'standpoint', 'science', 'tenant', 'month', 'continue', 'represent', 'biotech', 'industry', 'remains', 'fifth', 'funding', 'drought', 'since', 'market', 'quarters', 'despite', 'current', 'climate', 'early', 'stage', 'company', 'recently', 'experience', 'uptick', 'funding', 'early', 'stage', 'company', 'raise', 'million', 'second', 'quarter', 'multiple', 'source', 'include', 'public', 'equity', 'venture', 'capital', 'strategic', 'alliance', 'significantly', 'million', 'first', 'quarter']
812
812
813
813
814
814
['skilled', 'nursing', 'sector', 'continue', 'perform', 'exceptionally', 'coverage', 'provide', 'adequate', 'cushion', 'potential', 'reimbursement', 'pressure', 'result', 'pending', 'healthcare', 'reform', 'science', 'successful', 'result', 'exceptional', 'estate', 'performance', 'positive', 'operate', 'result', 'tenant', 'roche', 'genentech', 'amgen', 'nuvasive', 'continue', 'produce', 'superior', 'earnings', 'result', 'tenant', 'cytokinetics', 'exelixis', 'sanguard', 'achieve', 'significant', 'raising', 'milestone', 'quarter', 'month', 'announce', 'partner', 'financing', 'activity', 'biotech', 'industry', 'several', 'years', 'defensive', 'sector', 'produce', 'solid', 'property', 'performance', 'experience', '20-basis', 'point', 'increase', 'occupancy']
815
815
816
816
817
817
['relate', 'exist', 'mezzanine', 'investment', 'trailing', '12-months', 'first', 'quarter', 'service', 'coverage', 'ratio', 'times', 'times', 'respectively', 'another', 'envision', 'mezzanine', 'investment', 'doughnut', 'would', 'certainly', 'juicy', 'jelly', 'doughnut', 'golden', 'bookended', 'propco', 'ownership', 'mezzanine', 'slice', 'ownership', 'control', 'block', 'first', 'mortgage', 'take', 'together', 'propco', 'tactical', 'investment', 'enhance', 'option', 'strategic', 'holding', 'period', 'healthcare', 'reform', 'ahead']
818
818
['would', 'delight', 'question', 'might', 'chanel']
819
819
820
820
821
821
['sheryl', 'skolnick', 'analyst', 'capital', 'group', 'morning', 'thank', 'congratulations', 'strategic', 'initiative', 'pursued', 'cetera', 'guess', 'coming', 'deterioration', 'sunrise', 'portfolio', 'opposite', 'result', 'brookdale', 'wonder', 'would', 'comment', 'comment', 'quarter', 'tremendous', 'opportunity', 'invest', 'property', 'assist', 'living', 'given', 'capacity', 'coming', 'given', 'senior', 'aging', 'senior', 'aging', 'perhaps', 'coming', 'great', 'recession', 'company', 'might', 'better', 'position', 'second', 'quarter', 'result', 'company', 'still']
822
822
['flaherty', 'probably', 'first', 'welcome', 'quarterly', 'kumbaya', 'participate', 'sheryl']
823
823
824
824
['flaherty', 'anything', 'probably', 'embolden', 'review', 'earlier', 'comment', 'compare', 'right', 'arguably', 'depth', 'senior', 'housing', 'downdraft', 'would', 'fourth', 'quarter', 'compare', 'couple', 'quick', 'metrics', 'industry', 'occupancy', 'morning', 'hear', 'portfolio', 'brookdale', 'night', 'portfolio', 'generally', 'today', 'significant', 'amount', 'supply', 'develop', 'coming', 'ultimately', 'benefit', 'hindsight', 'years', 'absorb', 'supply', 'nothing', 'today', 'today', 'finally', 'amount', 'additional', 'construction', 'financing', 'additional', 'development', 'senior', 'housing', 'obviously', 'credit', 'market', 'exist']
825
825
['despite', 'constant', 'boomer', 'aging', 'demand', 'going', 'anywhere', 'anything', 'would', 'probably', 'shorten', 'target', 'investment', 'period', 'years', 'think', 'going', 'deploy', 'capital', 'senior', 'housing', 'space', 'think', 'looking', 'years', 'quality', 'estate', 'attractive', 'price', 'shareholder', 'quite', 'would', 'sunrise', 'result', 'taking', 'aberration', 'indicative', 'going', 'certainly', 'remainder', 'senior', 'housing', 'portfolio', 'economic', 'fundamentals', 'senior', 'housing', 'whole']
826
826
['sheryl', 'skolnick', 'great', 'thanks']
827
827
['operator', 'question', 'come', 'habermann', 'goldman', 'sachs']
828
828
829
829
830
830
831
831
832
832
833
833
['second', 'dimension', 'story', 'behind', 'investment', 'fortunate', 'investment', 'available', 'quite', 'fortunate', 'circle', 'winter', 'obviously', 'credit', 'conditions', 'worse', 'today', 'prospective', 'buyer', 'unable', 'obtain', 'necessary', 'consent', 'occur', 'month', 'motivate', 'seller', 'negotiate', 'terms', 'negotiate', 'previous', 'prospective', 'buyer', 'winter', 'timeframe', 'move', 'quickly', 'close', 'transaction', 'answer', 'question', 'looking', 'effective', 'unlevered', 'equity', 'equity', 'return', 'nowhere', 'exposure', 'given', 'capital', 'stack', 'investment']
834
834
['really', 'head', 'three', 'years', 'strategic', 'decision', 'significantly', 'reduce', 'skilled', 'nursing', 'exposure', 'look', 'portfolio', 'overall', 'company', 'portfolio', 'three', 'years', 'three', 'concern', 'portfolio', 'property', 'excess', '30-years', 'medicaid', 'census', 'portfolio', 'three', 'preponderance', 'property', 'operator', 'operate', 'property', 'reduce', 'own', 'estate', 'exposure', 'skilled', 'nursing', 'sector', 'portfolio', 'however', 'always', 'maintain', 'given', 'proper', 'catalyst', 'might', 'enter', 'space', 'believe', 'pending', 'healthcare', 'reform', 'represent', 'catalyst', 'overall', 'propco', 'investment', 'would', 'context', 'exchangeable', 'convertible', 'conversion', 'option', 'manorcare', 'estate']
835
835
836
836
['scenario', 'point', 'alternatively', 'might', 'challenge', 'reimbursement', 'environment', 'coming', 'healthcare', 'reform', 'skilled', 'nursing', 'provider', 'deterioration', 'credit', 'market', 'scenario', 'would', 'exchange', 'investment', 'direct', 'ownership', 'interest', 'estate', 'manorcare', 'realize', 'billion', 'discount', 'attractive', 'basis', 'estate', 'obviously', 'variety', 'gradation', 'point', 'would', 'include', 'limited', 'propco', 'going', 'public', 'remain', 'private', 'head', 'tails', 'outcome', 'interim', 'receive', 'attractive', 'current', 'income', 'respect', 'timing', 'think', 'anything', 'prior', 'finalization', 'healthcare', 'reform', 'would', 'unlikely', 'accept', 'expect', 'grass', 'healthcare', 'reform', 'become', 'finalize', 'likely', 'scenario', 'would', 'sometime', 'could', 'envision', 'resolution', 'investment']
837
837
['habermann', 'guess']
838
838
['flaherty', 'little', 'right', 'obviously', 'thrill', 'opportunity', 'investment', 'looking', 'forward', 'inaudible', 'combination', 'strategy', 'actually', 'affect']
839
839
['habermann', 'right', 'diminish', 'acquisition', 'investment', 'curious', 'alternative', 'usage', 'could', 'investing', 'capital', 'point', 'return', 'seeing']
840
840
841
841
['habermann']
842
842
['flaherty', 'would', 'probably', 'least', 'attractive', 'sector', 'right', 'would', 'probably', 'hospital', 'medical', 'office', 'building', 'different', 'reason', 'exist', 'hospital', 'portfolio', 'obviously', 'quite', 'likely', 'development', 'coming', 'healthcare', 'reform', 'margin', 'advantage', 'think', 'valuation', 'begin', 'reflect', 'sort', 'underlie', 'fundamentals', 'hospital', 'anticipate', 'add', 'increasingly', 'complicate', 'operate', 'business', 'oppose', 'estate', 'business']
843
843
844
844
['senior', 'housing', 'mention', 'response', 'sheryl', 'question', 'think', 'valuation', 'justify', 'entry', 'especially', 'light', 'strong', 'intermediate', 'fundamentals', 'science', 'situation', 'specific', 'handful', 'opportunity', 'right', 'general', 'comment', 'whenever', 'equity', 'equity', 'return', 'investment', 'quality', 'operator', 'realize', 'manorcare', 'would']
845
845
['habermann', 'terms', 'investment', 'relative', 'equity', 'investment', 'point', 'think', 'maximize', 'position', 'roughly', 'percent', 'assets', 'company']
846
846
847
847
848
848
['flaherty', 'think', 'today', 'think', 'probably', 'reasonably', 'shape', 'think', 'however', 'could', 'largely', 'own', 'estate', 'portfolio', 'month', 'cognizant', 'going', 'month']
849
849
['habermann', 'lastly', 'litigation', 'charge', 'could', 'detail', 'amount']
850
850
851
851
['habermann', 'think', 'mention']
852
852
853
853
854
854
855
855
856
856
857
857
['manorcares', 'brookdale', 'number', 'folks', 'portfolio', 'strength', 'provider', 'acute', 'setting', 'years', 'first', 'adapt', 'think', 'telling', 'publicly', 'trade', 'nursing', 'company', 'end', 'going', 'chapter', 'investment', 'grade', 'credit', 'period', 'begin', 'end', 'period', 'investment', 'grade', 'credit', 'company', 'course', 'every', 'confidence', 'management', 'continue', 'execute', 'superbly', 'excite', 'steps', 'terms', 'investment']
858
858
859
859
['flaherty', 'terms', 'piece', 'paper', 'buy', 'yesterday', 'negotiate', 'winter', 'february', 'march', 'timeframe', 'oppose', 'today', 'think', 'reflective', 'going', 'today', 'point', 'point', 'since', 'investment', 'property', 'performance', 'portfolio', 'service', 'coverage', 'ratio', 'underwrite', 'times', 'fourth', 'quarter', 'actually', 'end', 'quarter', 'first', 'quarter', 'alone', 'north', 'times', 'herzog', 'wish', 'coverage', 'ratio']
860
860
['creation', 'value', 'creation', 'quite', 'frankly', 'think', 'piece', 'paper', 'extremely', 'precedent', 'piece', 'paper', 'buy', 'yesterday', 'first', 'raise', 'billion', 'yield', 'market', 'eight', 'compare', 'effective', 'unlevered', 'investment', 'yesterday', 'mention', 'toggle', 'note', 'move', 'price', 'bunch', 'second', 'third', 'position', 'silent', 'second', 'third', 'position', 'piece', 'paper', 'yielding', 'eight', 'morning', 'think', 'bookending', 'procto', 'precedent', 'would', 'manorcare', 'credit', 'metrics', 'compare', 'favorable']
861
861
['biffert', 'regard', 'financing', 'investment', 'libor', 'earn', 'collar', 'financing', 'investment']
862
862
['herzog', 'collar', 'financing', 'subject', 'confidentiality', 'agreement', 'seller', 'going', 'disclose', 'details', 'financing']
863
863
864
864
['biffert']
865
865
866
866
867
867
['gallagher', 'break', 'right', 'offline']
868
868
869
869
['operator', 'question', 'come', 'bryan', 'sekino', 'barclays', 'capital']
870
870
871
871
872
872
['bryan', 'sekino', 'want', 'update', 'regard', 'edencare', 'facility', 'disclose', 'termination', 'occur', 'october', 'thinking', 'facility', 'management', 'contract', 'terminate']
873
873
['flaherty', 'termination', 'already', 'occur', 'think', 'remark', 'along', 'close', 'lease', 'finalize', 'expect', 'position', 'announce', 'details', 'later', 'october', 'potentially', 'earlier']
874
874
['bryan', 'sekino', 'currently', 'right', 'manage', 'sunrise']
875
875
876
876
['flaherty']
877
877
878
878
['gallagher', 'tough', 'tough', 'context', 'response', 'question', 'attract', 'terms', 'deploy', 'incremental', 'capital', 'operate', 'metrics', 'hospital', 'space', 'fantastic', 'mention', 'price', 'action', 'toggle', 'note', 'price', 'action', 'publicly', 'trade', 'hospital', 'operator', 'additional', 'friday', 'night', 'operate', 'metrics', 'great', 'shape', 'saying', 'valuation', 'beginning', 'reflect', 'always', 'looking', 'create', 'incremental', 'value', 'deploy', 'capital', 'sector', 'notably', 'medical', 'dallas', 'acquisition', 'point', 'difficult', 'response', 'question', 'relative', 'attractiveness']
879
879
['flaherty', 'would', 'transition', 'tenant', 'hospital', 'tarzana', 'irvine', 'gatos', 'underlie', 'performance', 'tenant', 'people', 'different', 'opportunity', 'look', 'maybe', 'alternative', 'things', 'nature', 'situation', 'slidell', 'variety', 'different', 'people', 'looking', 'variety', 'different', 'alternative', 'comfortable', 'outcome', 'property', 'release']
880
880
['bryan', 'sekino', 'thanks']
881
881
['operator', 'question', 'come', 'jerry', 'doktrow', 'stifel', 'nicolaus']
882
882
['jerry', 'doctrow', 'analyst', 'stifel', 'nicolaus', 'thanks', 'couple', 'things', 'already', 'cover', 'guidance', 'try', 'figure', 'miss', 'saying', 'reading', 'first', 'quarter', 'guidance', 'guidance', 'impairment', 'try', 'understand', 'miss']
883
883
884
884
['jerry', 'doctrow', 'basically', 'would', 'bring', 'looking', 'bring', 'right']
885
885
886
886
['herzog', 'looking', 'inherent', 'favorable', 'financing', 'versus', 'believe', 'would', 'finance', 'similar', 'instrument', 'current', 'market']
887
887
888
888
['herzog', 'reflect', 'effectively', 'additional', 'discount', 'purchase', 'price']
889
889
['jerry', 'doctrow', 'things', 'quick', 'could', 'science', 'stuff', 'think', 'talk', 'think', 'stuff', 'amgen', 'taking', 'stuff', 'think', 'possibility', 'sublet', 'sublet', 'issue', 'market', 'would', 'material']
890
890
['flaherty', 'try', 'sublease']
891
891
['gallagher', 'amgen', 'still', 'remains', 'sublease', 'marketplace', 'today']
892
892
['flaherty', 'right', 'month', 'property', 'decide', 'talking', 'south', 'francisco']
893
893
['jerry', 'doctrow']
894
894
['flaherty', 'micro', 'market', 'submarket', 'supply', 'actually', 'amgen']
895
895
896
896
897
897
['jerry', 'doctrow', 'thing', 'little', 'cirrus', 'million', 'benefit', 'going', 'think', 'reference', 'cirrus', 'default', 'try', 'clarify', 'maybe', 'clarify', 'going']
898
898
899
899
['jerry', 'doctrow']
900
900
['herzog', 'question', 'though', 'million', 'payment', 'take', 'income', 'current', 'period', 'amortize']
901
901
['jerry', 'doctrow', 'right', 'think', 'thanks']
902
902
903
903
['anderson', 'analyst', 'capital', 'market', 'thanks', 'morning']
904
904
905
905
906
906
907
907
['anderson', 'right']
908
908
['herzog', 'effective', 'times', 'outstanding', 'investment', 'balance', 'point', 'produce', 'certain', 'amount', 'income', 'amount', 'income', 'produce', 'share', 'balance', 'timer', 'accounting', 'magic', 'income', 'effective', 'interest', 'method', 'investment']
909
909
910
910
911
911
912
912
['flaherty', 'always', 'ultimate', 'prize', 'direct', 'ownership', 'estate', 'never', 'decide', 'skilled', 'nursing', 'space', 'three', 'years', 'extent', 'cite', 'three', 'concern', 'medicaid', 'expense', 'census', 'estate', 'operator', 'would', 'never', 'envision', 'opportunity', 'exact', 'opposite', 'three', 'dimension', 'quality', 'country', 'estate', 'portfolio', 'overall', 'master', 'lease', 'opportunity', 'would', 'golden', 'portfolio', 'space', 'discount', 'price', 'virtue', 'discount', 'achieve', 'purchase', 'ultimate', 'resolution', 'could', 'certainly', 'event', 'handsome', 'current', 'return', 'think', 'fantastic', 'result', 'shareholder']
913
913
914
914
915
915
['anderson']
916
916
['flaherty', 'make', 'market']
917
917
918
918
['flaherty', 'envisioning', 'going', 'three', 'specific', 'operator']
919
919
['anderson', 'question', 'mention', 'maturity', 'million', 'numerous', 'source', 'address', 'need', 'prioritize', 'source']
920
920
921
921
922
922
923
923
['anderson', 'thank']
924
924
['herzog', 'internal', 'equity', 'whatnot', 'internal', 'purpose', 'everybody', 'point']
925
925
926
926
927
927
['nosbaum', 'analyst', 'morning', 'dustin', 'pizzo', 'structurally', 'everyone', 'relationship', 'propco', 'today']
928
928
929
929
930
930
931
931
932
932
933
933
['nosbaum', 'roughly']
934
934
935
935
936
936
937
937
['nosbaum', '575-ish', 'million', 'ebitda', 'propco', 'guess']
938
938
939
939
['nosbaum', 'thank']
940
940
941
941
['sullivan', 'analyst', 'green', 'street', 'advisor', 'thanks', 'morning']
942
942
['flaherty', 'morning']
943
943
944
944
['flaherty', 'seller']
945
945
['sullivan', 'unlevered', 'return', 'still', 'trouble', 'understanding', 'concept', 'unlevered', 'given', 'leverage', 'layer', 'albeit', 'present', 'value', 'calculation', 'understand', 'unlevered', 'versus', 'lever', 'concept']
946
946
['flaherty', 'straight', 'unlevered', 'return', 'calced', 'base', 'acquiring', 'interest', 'million', '3.5-years', 'later', 'million', 'libor', 'using', 'forward', 'curve', 'intervene', 'period', 'number', 'somewhere', 'neighborhood', 'unlevered', 'account', 'favorable', 'financing', 'isolation', 'consideration', 'rebalancing', 'future', 'indicate', 'would', 'intend', 'leverage', 'ratio', 'currently', 'simply', 'lever', 'would', 'lever', 'basis', 'going', 'spend', 'speaking', 'intend', 'rebalance']
947
947
948
948
949
949
['sullivan', 'presume', 'dollar', 'financing', 'favorable', 'financing', 'refer']
950
950
951
951
['sullivan', 'enough', 'respect', 'market', 'calculation', 'parameter', 'try', 'estimate', 'market', 'might', 'recourse', 'unrecourse', 'transaction', 'figure', 'market']
952
952
['flaherty', 'base', 'rebalanced', 'portfolio', 'capitalization', 'favorable', 'financing', 'still', 'going', 'place', 'recourse', 'nonrecourse', 'component', 'incorporate', 'things', 'going', 'speak']
953
953
954
954
['flaherty', 'talking', 'senior', 'housing', 'opportunity', 'generally', 'talking', 'specifically', 'sunrise', 'portfolio']
955
955
['sullivan', 'specifically', 'sunrise']
956
956
['flaherty', 'think', 'terribly', 'expansive', 'given', 'outstanding', 'legal', 'matter', 'think', 'comment', 'relate', 'early', 'success', 'orius', 'portfolio', 'transition', 'emeritus', 'think', 'relevant', 'metric', 'think', 'metrics', 'brookdale', 'night', 'quite', 'important', 'think', 'important', 'distinguish', 'independent', 'living', 'assist', 'living']
957
957
['independent', 'living', 'joint', 'venture', 'operate', 'margin', 'eight', 'quarters', 'downdraft', 'horizon', 'operate', 'margin', 'think', 'really', 'maybe', 'margin', 'efficient', 'operator', 'credit', 'move', 'aggressively', 'reduce', 'costs', 'think', 'record', 'coverage', 'constant', '90-point', 'percent', 'occupancy', 'expect', '--were', 'expect', 'continue', 'linear', 'function']
958
958
959
959
960
960
['gallagher', 'orius', 'transaction', 'assume', 'would', 'total', 'years', 'performance', 'assets']
961
961
['arabia', 'quick', 'follow', 'question', 'senior', 'housing', 'think', 'mention', 'second', 'quarter', 'realize', 'sunrise', 'first', 'quarter', 'correct']
962
962
['gallagher']
963
963
964
964
965
965
['flaherty', 'separate', 'sunrise', 'portfolio', 'growth']
966
966
['arabia']
967
967
['flaherty', 'sunrise', 'portion']
968
968
969
969
970
970
['arabia', 'three', 'month']
971
971
['herzog', 'three', 'month', 'total', 'senior', 'housing', 'exclude', 'sunrise', 'bump', 'sunrise', 'bunch', 'imagine', 'amount', 'defer', 'exclude', 'sunrise']
972
972
973
973
['herzog', 'first', 'month', 'look', 'first', 'month', 'exclude', 'sunrise', 'going', 'notice', 'supplemental', 'total', 'senior', 'housing', 'month']
974
974
975
975
['henning', 'exclude', 'sunrise', 'would', 'large', 'negative', 'month', 'period', 'would', 'positive', 'month']
976
976
977
977
978
978
979
979
['flaherty', 'thanks', 'everybody', 'attention', 'interest', 'summer']
980
980
['operator', 'lady', 'gentleman', 'conclude', 'presentation', 'thank', 'participation', 'disconnect', 'great']
981
981
['thomson', 'financial', 'reserves', 'right', 'change', 'document', 'content', 'information', 'without', 'obligation', 'notify', 'person', 'change']
982
982
983
983
984
985
985
['august']
986
987
987
988
989
989
990
991
991
['publication', 'transcript']
992
993
994
994
995
995
['right', 'reserve']
996
996
997
997
998
999
999
1000
1001
1001
1002
1003
1004
1004
1005
1006
1006
['wednesday']
1007
1008
1008
1009
1010
1010
1011
1012
1012
1013
1013
1014
1014
1015
1015
['sullivan', 'analyst', 'moderator', 'green', 'street', 'advisor', 'welcome', 'everyone', 'sullivan', 'manage', 'director', 'green', 'street', 'advisor', 'responsible', 'coverage', 'company', 'strip', 'center', 'company', 'healthcare', 'company', 'joining', 'flaherty', 'herzog', 'denver', 'aimco']
1016
1016
1017
1017
['flaherty', 'chairman', 'thanks', 'afternoon', 'everyone', 'thought', 'would', 'quick', 'update', 'company', 'since', 'first', 'quarter', 'earnings', 'april', 'basically']
1018
1018
['would', 'start', 'saying', 'unusually', 'quiet', 'fourth', 'quarter', 'first', 'quarter', 'however', 'things', 'start', 'little', 'interest', '30-plus']
1019
1019
1020
1020
1021
1021
1022
1022
['think', 'today', 'comment', 'range', 'guidance', 'respect', 'performance', 'portfolio', 'property', 'performance', 'first', 'quarter', 'absolute', 'range']
1023
1023
1024
1024
1025
1025
['medical', 'office', 'building', 'million', 'square', 'either', 'own', 'manage', 'medical', 'office', 'building', 'majority', 'square', 'footage', 'campus', 'oppose', 'campus']
1026
1026
1027
1027
1028
1028
['group', 'subsectors', 'subsectors', 'large', 'labor', 'component', 'respect', 'income', 'statement', 'underlie', 'operator', 'three', 'sector', 'high', 'labor', 'component', 'would', 'skilled', 'nursing', 'hospital', 'senior', 'housing', 'benefit', 'massively', 'favorable', 'trend', 'relate', 'labor', 'manifest', 'skilled', 'nursing', 'hospital', 'space', 'coverage', 'ratio', 'manifest', 'senior', 'housing', 'coverage', 'ratio', 'notwithstanding', 'decline', 'occupancy', 'basis', 'point', 'going']
1029
1029
1030
1030
['think', 'benefit', 'diversification', 'portfolio', 'within', 'sector', 'quality', 'either', 'tenant', 'medical', 'office', 'science', 'operator', 'skilled', 'nursing', 'hospital', 'senior', 'housing', 'space', 'comment', 'respect', 'change', 'since', 'earnings', 'week']
1031
1031
['point', 'anybody', 'would', 'delight', 'question', 'might']
1032
1032
1033
1033
['sullivan', 'thanks', 'want', 'start', 'balance', 'sheet', 'touch', 'equity', 'offering', 'successfully', 'complete', 'couple', 'week', 'debate', 'industry', 'different', 'opinion', 'respect', 'leverage', 'appropriate', 'leverage', 'measure', 'leverage', 'curious', 'think', 'balance', 'sheet', 'today', 'leverage', 'standpoint', 'particularly', 'interest', 'point', 'think', 'aimco', 'philosophy', 'maybe', 'aggressive', 'terms', 'starting', 'point']
1034
1034
1035
1035
['flaherty', 'historically', 'celebrate', 'publicly', 'trade', 'company', 'historically', 'manage', 'balance', 'sheet', 'leverage', 'ratio', '50/50', 'times', 'another', 'objective', 'always', '50/50', 'balance', 'sheet', 'maintenance', 'investment', 'grade', 'credit', 'rating', 'three', 'rating', 'agency', 'always', 'equity', 'offering', 'allude', 'little', 'target']
1036
1036
1037
1037
['majority', 'portfolio', 'represent', 'triple', 'lease', 'think', 'margin', 'great', 'conversation', 'think', 'margin', 'assume', 'target', 'probably', 'giving', 'underlie', 'dynamics', 'portfolio', 'little', 'maybe', 'others', 'little', 'speak', 'view']
1038
1038
1039
1039
1040
1040
['really', 'secure', 'versus', 'unsecured', 'touch', 'moment', 'advantage', 'secure', 'oftentimes', 'come', 'freddie', 'fannie', 'financing', 'come', 'cheap', 'today', 'rates', 'sector', 'probably', 'course', 'amortize', 'probably', 'coverage', 'rates', 'might', 'date', 'probably', 'actually', 'favorable', 'financing', 'perspective']
1041
1041
['course', 'secure', 'balance', 'sheet', 'longer', 'investment', 'grade', 'unsecured', 'market', 'flexible', 'flexibility', 'become', 'quite', 'apparent', 'move', 'assets', 'around', 'selling', 'assets', 'variety', 'different', 'times', 'flexibility', 'unsecured', 'financing', 'favorable']
1042
1042
['leverage', 'think', 'question', 'mention', 'think', 'technical', 'difficulty', 'mention', 'typically', 'look', 'probably', '50/50', 'leverage', 'versus', 'equity', 'think', 'right', 'leverage', 'pretty', 'comfortable', 'place']
1043
1043
1044
1044
1045
1045
1046
1046
['constrain', 'right', 'finding', 'deal', 'respect', 'finding', 'capital', 'never', 'basket', 'respect', 'capital', 'source', 'historically', 'different', 'source', 'think', 'going', 'forward', 'likely', 'quite', 'frankly', 'assets', 'really', 'complete', 'program', 'selling', 'assets', 'want', 'looking', 'different', 'pool', 'capital', 'historically', 'right', 'feeling', 'constrain', 'opportunity', 'deploy', 'capital', 'oppose', 'raise']
1047
1047
1048
1048
['flaherty', 'think', 'perfect', 'world', 'environment', 'would', 'buying', 'quality', 'estate', 'discount', 'respect', 'capital', 'institutional', 'capital', 'roll', 'couple', 'space', 'affect', 'driving', 'valuation', 'rates', 'think', 'probably', 'notably', 'medical', 'office', 'transactions', 'general', 'transactions', 'medical', 'office', 'recent', 'significant', 'transaction', 'space', 'close', 'month', 'particular', 'sector', 'adjust', 'medical', 'office']
1049
1049
['seeing', 'senior', 'housing', 'adjust', 'seeing', 'skilled', 'nursing', 'adjust', 'lesser', 'extent', 'seeing', 'science', 'adjust', 'present', 'active', 'number', 'situation', 'sector', 'sector', 'really', 'looking', 'deploy', 'capital', 'present', 'would', 'hospital']
1050
1050
1051
1051
['respect', 'deposit', 'model', 'senior', 'housing', 'primarily', 'impact', 'tension', 'pressure', 'residential', 'market', 'typically', 'primary', 'residence', 'source', 'proceeds', 'deposit', 'typically', 'sector', 'impact', 'sector', 'since', 'closing', 'october', 'capital', 'space', 'take', 'couple', 'billion', 'dollar', 'capital', 'space', 'present', 'shaping', 'probably', 'sector', 'intrigue', 'maybe', 'reentry', 'terms', 'investment', 'activity', 'interest']
1052
1052
1053
1053
1054
1054
['sullivan', 'touch', 'hospital', 'seem', 'number', 'proposal', 'relate', 'healthcare', 'reform', 'actually', 'beneficial', 'hospital', 'operations', 'interest', 'terms', 'deploy', 'capital']
1055
1055
1056
1056
1057
1057
['hospital', 'business', 'move', 'parts', 'respect', 'property', 'type', 'general', 'probably', 'would', 'probably', 'drive', 'thought', 'process', 'right', 'respect', 'hospital']
1058
1058
1059
1059
['flaherty', 'would', 'appropriate', 'sunrise', 'leave', 'sunrise', 'management', 'model', 'involve', 'estate', 'basically', 'estate', 'exception', 'minority', 'stakes', 'portfolio', 'estate', 'develop']
1060
1060
['respect', 'number', 'interest', 'opportunity', 'acquire', 'sunrise', 'portfolio', 'transaction', 'roughly', 'equivalent', 'size', 'organization', 'sunrise', 'represent', 'organization', 'together', 'overnight', 'sunrise', 'become', 'exposure', 'since', 'property', 'terminate', 'portfolio', 'property', 'move', 'efficient', 'operator', 'ameritas', 'close', 'transaction', 'december', 'mention', 'shortly', 'shortly', 'default', 'sunrise', 'remain', 'management', 'contract', 'another', 'portfolio', 'property', 'confirm', 'sunrise', 'fail', 'performance', 'threshold', 'another', 'portfolio', 'replacement', 'operator', 'along']
1061
1061
1062
1062
['interest', 'observation', 'would', 'portfolio', 'unlike', 'majority', 'sunrise', 'manage', 'property', 'sunrise', 'estate', 'minority', 'stake', 'sunrise', 'allow', 'things', 'without', 'obviously', 'seeking', 'permission', 'minority', 'partner', 'addition', 'majority', 'sunrise', 'estate', 'totally', 'unencumbered', 'secure', 'financing', '15-property', 'portfolio', 'mention', 'lender', 'consent', 'things']
1063
1063
['unique', 'feature', 'sunrise', 'portfolio', 'property', 'mansion', 'flag', 'sunrise', 'brand', 'think', 'move', 'portfolio', 'around', 'replace', 'inaudible', 'operator', 'replacement', 'operator', 'average', 'rebranding', 'spending', 'money', 'brand', 'sunrise']
1064
1064
1065
1065
1066
1066
1067
1067
1068
1068
1069
1069
1070
1070
['unidentified', 'audience', 'member', 'inaudible', 'question', 'microphone', 'inaccessible']
1071
1071
['flaherty', 'oppose', 'waiting', 'particularly', 'think', 'refer', 'senior', 'housing', 'ultimate', 'consumer', 'discretionary']
1072
1072
1073
1073
['number', 'currently', 'performing', 'eight', 'quarters', 'severe', 'recession', 'occupancy', 'level', 'supply', 'coming', 'supply', 'construct', 'things', 'passionate', 'supply', 'demand', 'disequilibrium', 'exist', 'need', 'base', 'assist', 'living', 'component', 'senior', 'housing', 'going', 'demographic', 'going', 'every', 'supply', 'jumping', 'point', 'today', 'occupancy', 'point', 'think', 'interest', 'reenter', 'senior', 'housing', 'space']
1074
1074
[]
1075
1075
['unidentified', 'audience', 'member', 'inaudible', 'question', 'microphone', 'inaccessible']
1076
1076
['flaherty', 'think', 'government', 'reimbursement', 'confuse', 'three', 'years', 'little', 'government', 'reimbursement', 'exposure', 'company', 'three', 'years']
1077
1077
1078
1078
['addition', 'space', 'transform', 'exposure', 'largely', 'equity', 'ownership', 'excuse', 'equity', 'ownership', 'remain', 'stakes', 'space', 'largely', 'mezzanine', 'investment', 'higher', 'capital', 'stack', 'class', 'operator', 'hospital', 'class', 'operator', 'skilled', 'nursing', 'manorcare']
1079
1079
['agree', 'opening', 'comment', 'confuse', 'variable', 'understand', 'stuff', 'notwithstanding', 'estate', 'space', 'quite', 'significant', 'three', 'years']
1080
1080
1081
1081
1082
1082
['strongly', 'concern', 'particularly', 'medicare', 'state', 'medicaid', 'state', 'base', 'three', 'years', 'anticipate', 'surplus', 'state', 'budget', 'continue', 'certainly', 'anticipate', 'anything', 'portfolio', 'position', 'point', 'quite', 'frankly', 'draconian', 'impact', 'healthcare', 'reform', 'might', 'result', 'downgrade', 'coverage', 'might', 'represent', 'catalyst', 'around', 'space', 'suggest', 'senior', 'housing', 'today', 'entirely', 'different', 'fact', 'present', 'opportunity']
1083
1083
['unidentified', 'audience', 'member', 'inaudible', 'question', 'microphone', 'inaccessible']
1084
1084
1085
1085
1086
1086
['unidentified', 'audience', 'member', 'inaudible', 'question', 'microphone', 'inaccessible']
1087
1087
['sullivan', 'could', 'question', 'analyst', 'manorcare', 'worth', 'going', 'repay', 'question', 'come', 'impressively', 'disproportionate', 'investment', 'relative', 'balance', 'sheet', 'confusion', 'maybe', 'short', 'opportunity', 'clarify']
1088
1088
1089
1089
['terms', 'valuation', 'metric', 'visible', 'point', 'price', 'bond', 'capital', 'stack', 'toggle', 'note', 'market', 'quarter', 'market', 'equity', 'component', 'balance', 'sheet', '12/31', 'price', 'bond', 'yesterday', 'think', 'directionally', 'probably', 'pretty', 'proxy', 'manorcare', 'notwithstanding', 'slightly', 'different', 'space', 'although', 'different', 'skilled', 'nursing', 'space', 'given', 'large', 'postacute', 'model', 'manorcare', 'operate', 'ahead', 'expectation', 'certainly', 'sponsor', 'projection', 'certainly', 'projection']
1090
1090
['manorcare', 'coverage', 'ratio', 'underwrite', 'service', 'coverage', 'ratio', 'fourth', 'quarter', 'close', 'recent', 'quarter', 'quarter', 'end', '3/31/09', 'service', 'coverage', 'ratio', 'times', 'taking', 'generate', 'almost', 'billion', 'excess', 'take', 'couple', 'hundred', 'million', 'dollar', 'wonderful', 'investment', 'excite', 'investment', 'present', 'premier', 'operator', 'space', 'table', 'pounding', 'excite', 'investment']
1091
1091
['sullivan', 'going', 'thank', 'coming', 'thank']
1092
1092
1093
1093
['thomson', 'financial', 'reserves', 'right', 'change', 'document', 'content', 'information', 'without', 'obligation', 'notify', 'person', 'change']
1094
1094
['conference', 'call', 'event', 'transcript', 'base', 'company', 'projection', 'forward', 'looking', 'statement', 'regard', 'variety', 'item', 'forward', 'looking', 'statement', 'base', 'current', 'expectation', 'involve', 'risk', 'uncertainty', 'actual', 'result', 'differ', 'materially', 'state', 'forward', 'looking', 'statement', 'base', 'number', 'important', 'factor', 'risk', 'specifically', 'identify', 'company', 'recent', 'filing', 'although', 'company', 'indicate', 'believe', 'assumption', 'underlie', 'forward', 'looking', 'statement', 'reasonable', 'assumption', 'could', 'prove', 'inaccurate', 'incorrect', 'therefore', 'assurance', 'result', 'contemplate', 'forward', 'looking', 'statement', 'realize']
1095
1095
['information', 'contain', 'event', 'transcript', 'textual', 'representation', 'applicable', 'company', 'conference', 'effort', 'provide', 'accurate', 'transcription', 'material', 'error', 'omission', 'inaccuracy', 'reporting', 'substance', 'conference', 'call', 'thomson', 'financial', 'applicable', 'company', 'applicable', 'company', 'assume', 'responsibility', 'investment', 'decision', 'base', 'information', 'provide', 'event', 'transcript', 'user', 'advise', 'review', 'applicable', 'company', 'conference', 'applicable', 'company', 'filing', 'making', 'investment', 'decision']
1096
1097
1097
[]
1098
1099
1099
1100
1101
1101
['transcript', '060309a2248671.771']
1102
1103
1103
['publication', 'transcript']
1104
1105
1106
1106
['copyright', 'transcription', 'l.l.c.']
1107
1107
['right', 'reserve']
1108
1108
['copyright']
1109
1109
['right', 'reserve']
1110
1111
1111
1112
1113
1113
1114
1115
1116
1116
['disclosure']
1117
1118
1118
1119
1120
1120
['earnings', 'conference', 'final']
1121
1122
1122
['length', '12846', 'words']
1123
1124
1124
1125
1125
1126
1126
1127
1127
1128
1128
['presentation']
1129
1129
['operator', 'lady', 'gentleman', 'welcome', 'first', 'quarter', 'earnings', 'conference', 'coordinator', 'today', 'participant', 'listen', 'facilitate', 'question', 'answer', 'session', 'towards', 'conference', 'operator', 'instructions', 'presentation', 'today', 'conference', 'henning', 'executive', 'president', 'general', 'counsel', 'ahead']
1130
1130
['henning', 'general', 'counsel', 'thank', 'afternoon', 'morning', 'statement', 'conference', 'contain', 'forward', 'looking', 'statement', 'statement', 'today', 'reflect', 'company', 'faith', 'belief', 'judgment', 'base', 'currently', 'available', 'information', 'subject', 'risk', 'uncertainty', 'assumption', 'describe', 'company', 'press', 'release', 'filing', 'forward', 'looking', 'statement', 'guarantee', 'future', 'performance', 'statement', 'include', 'projection', 'financial', 'measure', 'update', 'earnings', 'announcement', 'event', 'prior', 'company', 'earnings', 'announcement', 'could', 'render', 'forward', 'looking', 'statement', 'untrue', 'company', 'expressly', 'disclaim', 'obligation', 'update', 'earlier', 'statement', 'result', 'information', 'additionally', 'certain', 'financial', 'measure', 'discuss', 'course', 'provide', 'reconciliation', 'measure', 'comparable', 'measure', 'certain', 'relate', 'disclosure', 'supplemental', 'information', 'package', 'earnings', 'release', 'furnish', 'today', 'available', 'website', 'chairman', 'flaherty']
1131
1131
1132
1132
['overall', 'first', 'quarter', 'relatively', 'uneventful', 'portfolio', 'solid', 'performance', 'first', 'quarter', 'produce', 'positive', 'property', 'performance', 'result', 'review', 'detail', 'first', 'quarter', 'deliver', 'dilute', 'share', 'quarter', 'fund', 'million', 'development', 'tenant', 'capital', 'improvement', 'primarily', 'science', 'medical', 'office', 'segment', 'quarter', 'purchase', 'minority', 'interest', 'senior', 'housing', 'joint', 'venture', 'consideration', 'million', 'estimate', 'investment', 'seven', 'assets', 'quarter', 'primarily', 'medical', 'office', 'segment', 'proceeds', 'million', 'record', 'million']
1133
1133
['close', 'first', 'quarter', 'credit', 'metrics', 'shape', 'overall', 'leverage', 'ratio', 'stand', 'secure', 'ratio', 'unsecured', 'leverage', 'ratio', 'comfortably', 'within', 'financial', 'covenant', 'credit', 'agreement', 'remainder', 'schedule', 'maturity', 'million', 'include', 'remain', 'million', 'outstanding', 'bridge', 'maturity', 'amortization', 'total', 'million', 'comprise', 'million', 'senior', 'unsecured', 'note', 'million', 'relate', 'mortgage', 'floating', 'represent', 'total', 'essentially', 'match', 'balance', 'sheet', 'floating', 'manor', 'investment', 'close', 'business', 'yesterday', 'million', 'draw', 'billion', 'revolver', 'unrestricted', 'revolver', 'mature', 'august']
1134
1134
['turning', 'guidance', 'continue', 'expect', 'impairment', 'dilute', 'share', 'consistent', 'previous', 'guidance', 'assumption', 'developing', 'guidance', 'consistent', 'communicate', 'include', 'expect', 'property', 'adjust', 'growth', 'second', 'quarter', 'gatos', 'hospital', 'million', 'close', 'april', 'week', 'expect', 'million', 'second', 'quarter', 'guidance', 'contemplate', 'additional', 'acquisition', 'estate', 'investment', 'contribution', 'assets', 'joint', 'venture', 'exclude', 'future', 'impairment', 'similar', 'charge', 'review', 'portfolio']
1135
1135
1136
1136
1137
1137
['sunrise', 'experience', 'decline', 'primarily', 'recur', 'insurance', 'credits', 'receive', 'reduction', 'libor', 'base', 'rent', 'property', 'performance', 'holding', 'steady', 'sunrise', 'implement', 'expense', 'control', 'result', 'significant', 'reduction', 'expense', 'growth', 'lease', 'expiration', 'exposure']
1138
1138
['hospital', 'property', 'coverage', 'exclude', 'performing', 'hospital', 'medical', 'dallas', 'times', 'property', 'decline', 'primarily', 'drive', 'short', 'relief', 'irvine', 'hospital', 'repositioning', 'rehab', 'hospital', 'tenant', 'place', 'rent', 'commence', 'second', 'quarter', 'lease', 'irvine', 'hospital', 'years', 'escalator', 'first', 'higher', 'tenant', 'previous', 'transaction', 'structure', 'abeyment', 'equal', 'first', 'month', 'month', 'invest', 'million', 'reposition', 'facility', 'subsequent', 'quarter', 'gatos', 'hospital', 'formerly', 'operate', 'tenant', 'camino', 'hospital', 'million', 'realize', 'approximately', 'million', 'second', 'quarter', 'hospital', 'portfolio', 'lease', 'exposure']
1139
1139
['skilled', 'nursing', 'skilled', 'nursing', 'portfolio', 'continue', 'perform', 'store', 'portfolio', 'increase', 'drive', 'contractual', 'increase', 'coverage', 'remain', 'stable', 'times', 'addition', 'lease', 'expiration', 'skilled', 'nursing', 'portfolio', 'extend', 'lease', 'expiration']
1140
1140
['regard', 'manor', 'investment', 'company', 'report', 'strong', 'fourth', 'quarter', 'result', 'lift', 'trailing', 'month', 'service', 'coverage', 'times', 'addition', 'company', 'indicate', 'first', 'quarter', 'operate', 'period', 'prior', 'drive', 'higher', 'acuity', 'positive', 'growth']
1141
1141
1142
1142
['first', 'quarter', 'execute', 'lease', 'total', '531,000', 'square', 'occupancy', '369,000', 'square', 'relate', 'previously', 'occupy', 'space', 'result', 'retention', 'renewal', 'occur', 'higher', 'rent', 'include', 'sizeable', 'renewal', 'lease', 'market', 'absent', 'renewal', 'market', 'increase', 'rent', 'remain', '162,000', 'square', 'relate', 'lease', 'previously', 'vacant', 'space']
1143
1143
['quarter', 'million', 'square', 'schedule', 'exploration', 'remain', 'balance', 'include', '275,000', 'square', 'month', 'month', 'lease', 'pipeline', 'increase', 'fourth', 'quarter', '325,000', 'square', 'execute', 'lease', 'commence', '575,000', 'square', 'active', 'negotiation', 'quarter', 'complete', '40,000', 'square', 'medical', 'office', 'building', 'sales', 'price', 'million', 'recognize', 'million', 'complete', 'shell', 'building', 'approximately', '400,000', 'square', 'building', 'locate', 'louisiana', 'destroy', 'hurricane', 'katrina', 'third', 'quarter', 'already', 'realize', 'million', 'insurance', 'proceeds', 'building']
1144
1144
1145
1145
['first', 'quarter', 'complete', '125,000', 'square', 'lease', '104,000', 'square', 'relate', 'previously', 'occupy', 'space', 'exhibit', 'average', 'decline', 'however', 'exclude', 'short', 'extension', '20,000', 'square', 'space', 'tenant', 'significantly', 'downsize', 'vacate', 'renewal', 'rent', 'increase', 'expire', 'rent', 'remain', 'lease', 'activity', 'quarter', 'total', '21,000', 'square', 'relate', 'previously', 'vacant', 'space', 'inaudible', 'market']
1146
1146
1147
1147
['tenant', 'demand', 'slow', 'broad', 'economy', 'continue', 'pursue', 'pipeline', 'lease', 'prospect', '500,000', 'square', 'exist', 'space', 'continue', 'deal', 'terms', 'short', 'experience', 'protract', 'negotiation', 'decision', 'maker', 'remain', 'reluctant', 'enter', 'longer', 'commitment']
1148
1148
['switching', 'redevelopment', 'development', 'activity', 'current', 'development', 'effort', 'aggregate', 'approximately', '515,000', 'square', 'three', 'project', 'lease', 'project', 'represent', 'construction', 'oyster', 'point', 'campus', 'amgen', 'lease', 'building', 'redevelopment', 'smaller', 'project', 'convert', 'office', 'building', 'science', 'continue', 'monitor', 'underlie', 'credit', 'liquidity', 'profile', 'tenant', 'previously', 'discuss', 'composition', 'tenant', 'strong', 'approximately', 'rent', 'coming', 'public', 'company', 'establish', 'private', 'entity', 'liquidity', 'standpoint', 'science', 'tenant', 'month', 'represent', 'total', 'despite', 'current', 'credit', 'crisis', 'continue', 'positive', 'credit', 'event', 'within', 'portfolio', 'deal', 'range', 'billion', 'acquisition', 'roche', 'genentech', 'smaller', 'transactions', 'early', 'stage', 'company', 'portfolio', 'raise', 'million', 'capital', 'current', 'capital', 'partner', 'recently', 'announce', 'alliance', 'larger', 'pharmaceutical', 'company', 'review', 'portfolio']
1149
1149
['flaherty', 'thanks', 'review', 'current', 'state', 'investment', 'portfolio', 'continue', 'benefit', 'unique', 'sector', 'diversification', 'strategy', 'strong', 'credit', 'profile', 'operator', 'tenant', 'partner', 'highlight', 'example', 'science', 'sector', 'hospital', 'sector', 'experience', 'recent', 'reduction', 'expense', 'hospital', 'relationship', 'industry', 'leader', 'report', 'first', 'quarter', 'ebitda', 'higher', 'successfully', 'raise', 'billion', 'financing']
1150
1150
['tenant', 'healthcare', 'recently', 'announce', 'better', 'expect', 'result', 'mention', 'close', 'remain', 'california', 'tenant', 'hospital', 'gatos', 'hospital', 'million', 'earlier', 'month', 'nostalgia', 'buff', 'gatos', 'hospital', 'original', 'hospital', 'years', 'hospital', 'north', 'shore', 'outside', 'orleans', 'lease', 'expire', 'tenant', 'month', 'advance', 'notification', 'intention', 'month']
1151
1151
1152
1152
['thank', 'today', 'thank', 'interest', 'would', 'delight', 'question']
1153
1153
1154
1154
['operator', 'operator', 'instructions', 'first', 'question', 'come', 'habermann', 'goldman', 'sachs']
1155
1155
['habermann', 'analyst', 'goldman', 'sachs', 'morning', 'everyone', 'question', 'terms', 'capital', 'mention', 'obviously', 'balance', 'sheet', 'position', 'position', 'couple', 'quarters', 'several', 'quarters', 'curious', 'thought', 'unsecured', 'market', 'plan', 'raise', 'capital', 'future']
1156
1156
1157
1157
['habermann', 'mention', 'obviously', 'transaction', 'smaller', 'insight', 'terms', 'seeing', 'whether', 'portfolio', 'sales', 'transactions', 'perhaps', 'funds', 'might', 'looking', 'segment', 'specifically']
1158
1158
['flaherty', 'continue', 'dearth', 'transactions', 'overall', 'comment', 'really', 'whole', 'point', 'water', 'number', 'front', 'spread', 'certainly', 'narrow', 'seeing', 'think', 'healthcare', 'portfolio', 'first', 'quarter', 'stuff', 'drag', 'point', 'generally', 'healthcare', 'continue', 'perform', 'notwithstanding', 'length', 'recession', 'result', 'potential', 'sellers', 'generally', 'tight', 'little', 'conundrum']
1159
1159
1160
1160
1161
1161
['sunrise', 'couple', 'things', 'really', 'isolate', 'indicate', 'sunrise', 'performance', 'obviously', 'quite', 'headline', 'impact', 'recall', 'portfolio', 'rent', 'base', 'libor', 'thing', 'significant', 'amount', 'insurance', 'credits', 'negotiate', 'sunrise', 'adjust', 'fact', 'right', 'think', 'probably', 'ought', 'little', 'better', 'underlie', 'portfolio', 'property', 'performance', 'sunrise', 'negative', 'seeing', 'specific', 'broad', 'base', 'expense', 'control', 'starting', 'function', 'sunrise', 'particular', 'february', 'result', 'standpoint', 'since', 'own', 'portfolio', 'think', 'story']
1162
1162
['gallagher', 'think', 'thing', 'would', 'sunrise', 'portfolio', 'operator', 'starting', 'benefit', 'lower', 'labor', 'costs']
1163
1163
['habermann', 'color', 'question', 'maturity', 'point']
1164
1164
1165
1165
['habermann', 'great', 'thanks']
1166
1166
1167
1167
1168
1168
['flaherty']
1169
1169
1170
1170
['gallagher', 'actually', 'fairly', 'large', 'credit', 'tenant', 'holdover', 'quite', 'market', 'rent', 'base', 'holdover', 'negotiate', 'extension', 'tenant', 'consider', 'market', 'rent', 'point', 'happen', 'amount', 'holdover', 'higher', 'believe', 'market', 'today']
1171
1171
['flaherty', 'think', 'observer', 'market', 'recall', 'question', 'conference', 'conference', 'call', 'since', 'buy', 'inaudible', 'portfolio', 'think', 'expect', 'second', 'think', 'marks', 'probably', 'looking', 'mirror', 'sort', 'things', 'going', 'start', 'normalize', 'little', 'second']
1172
1172
1173
1173
1174
1174
1175
1175
['flaherty', 'close', 'december', 'quarter', 'remember', 'steps', 'quickly', 'transition']
1176
1176
1177
1177
1178
1178
1179
1179
1180
1180
1181
1181
['flaherty', 'really', 'familiar', 'speak', 'think', 'question', 'something', 'kick', 'around', 'board', 'level', 'little', 'whether', 'going', 'forward', 'target', 'balance', 'sheet', 'ratio', '50/50', 'right', 'obviously', 'probably', 'little', 'lower', 'continue', 'performance', 'portfolio', 'looking', 'things', 'right', 'would', 'expect', 'knowing', 'would', 'expect', 'would', 'leadership', 'regard', 'develop', 'going', 'count', 'expletive']
1182
1182
1183
1183
['flaherty', 'really', 'report', 'thing', 'happen', 'since', 'talk', 'close', 'think', 'toe', 'froing', 'roche', 'genentech', 'shareholder', 'close', 'integration', 'respect', 'specific', 'question', 'ask', 'nothing', 'report', 'morning']
1184
1184
['richard', 'anderson', 'going', 'rename', 'drive', 'going']
1185
1185
['flaherty', 'think', 'would']
1186
1186
['richard', 'anderson', 'quick', 'dividend', 'dividend', 'going', 'forward', 'going', 'annual', 'going']
1187
1187
['flaherty', 'absolutely', 'change', 'overlie', 'performance', 'portfolio', 'might', 'little', 'better', 'isolate', 'things', 'things', 'balance', 'sheet', 'metrics', 'shape', 'strong', 'company', 'afford', 'dividend', 'afford', 'dividend', 'albeit', 'modestly', 'intend']
1188
1188
1189
1189
1190
1190
['richard', 'anderson', 'excellent', 'thank']
1191
1191
['flaherty', 'thank']
1192
1192
1193
1193
1194
1194
['flaherty', 'million', 'unrestricted', 'numbers', 'together', 'today', 'million', 'right', 'beginning', 'quarter']
1195
1195
['main', 'enough', 'breakdown', 'helpful', 'senior', 'housing', 'portfolio', 'store', 'sunrise', 'sunrise', 'thing', 'quarter', 'quarter']
1196
1196
1197
1197
1198
1198
1199
1199
1200
1200
1201
1201
['main', 'great', 'anything', 'rent', 'right', 'still', 'getting', 'annual', 'escalator', 'available']
1202
1202
1203
1203
1204
1204
1205
1205
['main', 'three', 'quarter', 'would', 'probably', 'better', 'pattern']
1206
1206
['gallagher', 'probably']
1207
1207
['main', 'enough', 'thanks']
1208
1208
['flaherty', 'saying', 'first', 'quarter', 'going', 'understate', 'fourth', 'quarter', 'going', 'overstate']
1209
1209
['gallagher', 'always', 'going', 'significantly', 'noise', 'fourth', 'quarter', 'first', 'quarter']
1210
1210
['main', 'helpful', 'thanks']
1211
1211
['operator', 'question', 'come', 'jerry', 'doctrow', 'stifel', 'nicolaus']
1212
1212
1213
1213
['gallagher', 'month', 'disclose', 'month', 'hands', 'jerry']
1214
1214
1215
1215
['gallagher', 'amount', 'decision', 'decision', 'discrete', 'window', 'increase', 'basis', 'point', 'coupon', 'position', 'amount', 'creeps', 'balance', 'sheet', 'increase', 'amount', 'investment', 'convertible', 'liquid', 'security', 'performance', 'bond', 'price', 'bond', 'move', 'materially', 'since', '12/31/08', 'price', 'bond', 'trade', 'yesterday', 'reflect', 'operate', 'result', 'significant', 'amount', 'liquidity', 'raise', 'billion', 'separate', 'yield', 'offering', 'receive', 'oversubscribed', 'execute', 'quite', 'story']
1216
1216
['jerry', 'doctrow', 'convertible', 'could', 'clarify']
1217
1217
['gallagher', 'could', 'liquid', 'liquid', 'list', 'security', 'security', 'equity', 'account', 'balance', 'sheet']
1218
1218
['jerry', 'doctrow', 'market', 'balance', 'sheet']
1219
1219
1220
1220
1221
1221
['flaherty', 'relate', 'first', 'question', 'sunrise', 'relate', 'bankruptcy', 'think', 'recall', 'correctly', 'believe']
1222
1222
['jerry', 'doctrow']
1223
1223
['flaherty', 'think', 'factor', 'section', 'think', 'first', 'exceed', 'page', 'think', 'commentary', 'challenge', 'economic', 'environment', 'country', 'going', 'right', 'every', 'potential', 'factor', 'know', 'mankind', 'really', 'just--']
1224
1224
1225
1225
1226
1226
['jerry', 'doctrow', 'deadline', 'waiting', 'maybe', 'science', 'talk', 'market', 'minus', 'terms', 'assumption', 'obviously', 'ramp', 'right', 'talking', 'giving', 'guidance', 'normal', 'increase', 'anything', 'material', 'assume', 'terms', 'science']
1227
1227
1228
1228
['gallagher']
1229
1229
['flaherty', 'around', 'think', 'another', 'thing', 'drill', 'down', 'monthly', 'basis', 'operate', 'colleague', 'better', 'maybe', 'advertise', 'number']
1230
1230
1231
1231
1232
1232
['jerry', 'doctrow', 'swing', 'switch', 'second', 'quarter', 'quarter', 'pick']
1233
1233
1234
1234
1235
1235
['flaherty', 'escalator', 'higher', 'quality', 'going', 'think', 'campus', 'jerry', 'quality', 'going', 'materially', 'different', 'tenant']
1236
1236
1237
1237
1238
1238
['jerry', 'doctrow', 'right', 'enough', 'thanks']
1239
1239
1240
1240
['operator', 'question', 'come', 'steve', 'swett']
1241
1241
['steve', 'swett', 'analyst', 'thanks', 'question', 'answer', 'couple', 'things', 'think', 'mention', 'expense', 'reimbursement', 'item', 'portfolio', 'expense', 'reimbursement', 'certainly', 'quarter', 'something', 'normalize', 'going', 'forward']
1242
1242
['gallagher', 'probably', 'function', 'collection', 'particular', 'quarter', 'think', 'happening']
1243
1243
['steve', 'swett', 'press', 'thought', 'refinance', 'capital', 'option', 'talk', 'manor', 'investment', 'libor', 'base', 'match', 'fund', 'libor', 'base', 'bridge', 'guess', 'today', 'affect', 'think', 'recapitalizing', 'going', 'forward', 'connection', 'maintain', 'secure', 'option']
1244
1244
1245
1245
1246
1246
['flaherty', 'secure', 'financing', 'roll', 'guidance', 'beyond', 'pretty', 'careful', 'think', 'capital', 'structure']
1247
1247
['steve', 'swett', 'thanks']
1248
1248
1249
1249
['operator', 'question', 'come', 'okusanya']
1250
1250
1251
1251
['flaherty']
1252
1252
['okusanya', 'thank', 'couple', 'quick', 'question', 'regard', 'change', 'rent', 'science', 'portfolio', 'large', 'tenant', 'would', 'percentage', 'change', 'rent']
1253
1253
['henning', 'calculation']
1254
1254
['flaherty', 'asking']
1255
1255
['okusanya', 'change', 'rent', 'negative', 'portion', 'large', 'credit', 'tenant', 'wonder', 'exclude', 'tenant', 'number']
1256
1256
1257
1257
1258
1258
['okusanya', 'second', 'thing', 'could', 'brief', 'overview', 'operations', 'manor', 'point', 'seeing', 'regard', 'overall', 'patient', 'make', 'manage', 'operate', 'expense', 'cetera']
1259
1259
1260
1260
1261
1261
1262
1262
['okusanya', 'correct', 'wrong', 'believe', 'mention', 'earlier', 'science', 'tenant', 'going', 'going']
1263
1263
['flaherty', 'genentech', 'roche']
1264
1264
1265
1265
1266
1266
['okusanya', 'and--']
1267
1267
['flaherty', 'teasing']
1268
1268
1269
1269
['okusanya', 'general', 'characteristic', 'tenant', 'small', 'company', 'underlie', 'money', 'product', 'approval']
1270
1270
['henning', 'specific', 'going', 'downsizing', 'move']
1271
1271
1272
1272
1273
1273
['operator', 'question', 'come', 'rosemary', 'green', 'street', 'advisor']
1274
1274
1275
1275
['flaherty', 'think', 'saying', 'historically', '50/50', 'today', 'likely', 'continue', 'little', 'lower', 'coverage', 'continue', 'agree', 'think', 'talk', 'board', 'making', 'decision', 'base', 'month', 'activity', 'different', 'downdraft', 'little', 'different', 'think', 'conceptually', 'completely', 'agree']
1276
1276
['think', 'conceptually', 'might', 'comment', 'relative', 'towards', 'healthcare', 'reit', 'general', 'reit', 'think', 'going', 'forward', 'model', 'going', 'different', 'create', 'value', 'could', 'right', 'right', 'think', 'reinvent', 'little', 'towards', 'really', 'month', 'whether', 'terminate', 'orias', 'portfolio', 'swinging', 'emeritus', 'restructure', 'tenant', 'selling', 'gatos', 'terizan', 'move', 'irvine', 'campus', 'diego', 'stuff', 'horizon', 'recently', 'lease', 'think', 'create', 'value', 'going', 'forward', 'going', 'making', 'assume', 'stuff', 'great', 'stuff', 'valuable', 'oppose', 'dependent', 'treadmill', 'acquisition', 'spend', 'focus', 'would', 'little', 'pushback', 'right', 'structure', 'probably', 'allow', 'maybe', 'little', 'higher', 'conceptually', 'lower', 'target', 'think', 'margin', 'probably', 'little', 'lower', 'still']
1277
1277
['sullivan', 'respect', 'actively', 'manage', 'exist', 'portfolio', 'seem', 'acquisition', 'opportunity', 'become', 'quite', 'interest']
1278
1278
['flaherty', 'discussion', 'sector', 'think', 'hotel', 'setting', 'buying', 'opportunity', 'healthcare', 'mention', 'earlier', 'conundrum', 'portfolio', 'performing', 'forecast', 'range', 'seeing', 'opportunity', 'sitting', 'screamer', 'opportunity', 'looking', 'couple', 'interest', 'things', 'count', 'oppose', 'need', 'three', 'hands', 'think', 'sector']
1279
1279
1280
1280
['flaherty', 'measure', 'dollar', 'going', 'since', 'fourth', 'quarter', 'patient', 'frustrate', 'opportunity', 'present']
1281
1281
['sullivan', 'going', 'original', 'question', 'agreement', 'think', 'position', 'leverage', 'ratio', 'industry', 'going', 'lower', 'historically', 'common', 'equity', 'issuance', 'common', 'equity', 'alternative']
1282
1282
1283
1283
['sullivan', 'helpful', 'totally', 'unrelated', 'question', 'comment', 'relationship', 'cirrus', 'fairly', 'sizeable', 'extend', 'look', 'first', 'quarter', 'hospital', 'materially']
1284
1284
1285
1285
1286
1286
1287
1287
['sullivan', 'thank']
1288
1288
['flaherty']
1289
1289
1290
1290
['biffert', 'analyst', 'oppenheimer', 'morning', 'talk', 'acquisition', 'senior', 'housing', 'space', 'attractive', 'place', 'wonder', 'change', 'mention', 'partner', 'talking', 'looking', 'range', 'change', 'view', 'terms', 'would', 'expect', 'given', 'focus', 'higher', 'quality', 'assets', 'given', 'choose', 'currently']
1291
1291
1292
1292
1293
1293
['flaherty', 'three', 'sector', 'think', 'three', 'present', 'opportunity', 'secure', 'financing', 'senior', 'housing', 'although', 'reasonably', 'limited', 'think', 'quite', 'years', 'sector', 'probably', 'company', 'insurance', 'company', 'drive', 'dynamic', 'secure', 'financing', 'would', 'science', 'medical', 'office']
1294
1294
['biffert', 'rates', 'quote', 'get', 'quote', 'anything']
1295
1295
['flaherty', 'somewhere', 'probably', 'would', 'sector']
1296
1296
['biffert', '10-year', 'financing']
1297
1297
['flaherty', 'amortize', 'somewhere', 'mention', 'skill', 'clearly', 'market', 'program', 'little', 'tough', 'execution', 'folks', 'week', 'interest', 'comment', 'actually', 'prefer', 'getting', 'secure', 'package', 'reit', 'oppose', 'operator', 'inquire', 'peer', 'going', 'separate', 'underwrite', 'discipline', 'third', 'party', 'discipline', 'typically', 'present', 'master', 'lease', 'great', 'comfort', 'sort', 'portfolio', 'thought', 'interest', 'specific', 'senior', 'housing']
1298
1298
1299
1299
['flaherty', 'think', 'answer', 'question', 'maybe', 'could']
1300
1300
1301
1301
['biffert', 'thanks']
1302
1302
['operator', 'question', 'come', 'david']
1303
1303
1304
1304
1305
1305
['david', 'mention', 'skilled', 'nursing', 'facility', 'earlier', 'thought', 'could', 'little', 'detail', 'relative', 'outlook', 'asset', 'given', 'proposal', 'bundling', 'system', 'change']
1306
1306
1307
1307
['david', 'think', 'limited']
1308
1308
1309
1309
1310
1310
['exception', 'every', 'operator', 'tenant', 'bring', 'company', 'portfolio', 'couple', 'years', 'perhaps', 'important', 'every', 'operator', 'tenant', 'invite', 'leave', 'company', 'portfolio', 'couple', 'years', 'quality', 'outcome', 'efficient', 'operator', 'critical', 'representative', 'folks', 'present', 'folks', 'setting', 'hospital', 'system', 'whether', 'profit', 'profit', 'going', 'bundle', 'thing', 'going', 'stuff', 'concentration', 'master', 'lease', 'portfolio', 'relationship', 'important', 'important', 'thing', 'going', 'happen', 'obviously', 'wonderfully', 'company', 'manor', 'particular', 'country', 'parts', 'midwest', 'wonderfully', 'private', 'company', 'call', 'trilogy', 'portfolio', 'coast', 'wonderfully', 'private', 'company', 'skilled', 'portfolio', 'call', 'tandem', 'really', 'really', 'excite', 'going', 'happen', 'going', 'forward']
1311
1311
1312
1312
1313
1313
1314
1314
['flaherty', 'sorry', 'david', 'shifting', 'master', 'lease']
1315
1315
1316
1316
['flaherty', 'think', 'shifting', 'senior', 'housing', 'talking']
1317
1317
['david']
1318
1318
1319
1319
['david', 'maybe', 'provide', 'little', 'detail', 'weakness', 'senior', 'housing', 'quarter', 'would', 'component', 'seasonality', 'percentage', 'range']
1320
1320
['gallagher', 'typically', 'seasonality', 'really', 'impact', 'portfolio', 'particular', 'previous', 'years', 'impact', 'season', 'pretty', 'light', 'david', 'pretty', 'cocktail', 'right']
1321
1321
1322
1322
['flaherty']
1323
1323
['operator', 'question', 'come', 'bryan', 'sekino', 'barclays', 'capital']
1324
1324
1325
1325
1326
1326
['bryan', 'sekino', 'regard', 'comment', 'earlier', 'increase', 'irvine', 'facility', 'annualizing', 'comparing', 'rent', 'receive', 'tenant']
1327
1327
1328
1328
['flaherty', 'repeat', 'starting', 'higher', 'higher']
1329
1329
['gallagher', 'correct']
1330
1330
['flaherty', 'quality', 'operator', 'writing', 'check', 'million', 'change', 'quality', 'portfolio', 'bring', 'together', 'likelihood', 'going', 'getting', 'upper', 'range']
1331
1331
1332
1332
['flaherty', 'estate', 'healthcare', 'california', 'tenant', 'three', 'california', 'hospital', 'unfortunately', 'saddle', 'greatest', 'manage', 'contract', 'hospital', 'terizan', 'gatos', 'playing', 'least', 'behind', 'manage', 'contract', 'hospital', 'tenant', 'operate', 'coast', 'apple', 'orange', 'going', 'premier', 'profit', 'orange', 'county', 'base', 'operator', 'mothership', 'newport', 'beach', 'going', 'high', 'demand', 'procedure', 'orthopedics', 'particular', 'finish', 'million', 'investment', 'hospital', 'hospital', 'strategically', 'become', 'beachfront', 'southern', 'orange', 'county', 'feeder', 'hospital', 'newport', 'beach', 'combination', 'going', 'terms', 'physical', 'plant', 'going', 'terms', 'patient', 'revenue', 'source', 'entirely', 'different', 'ballgame', 'compare']
1333
1333
['bryan', 'sekino', 'right', 'thank']
1334
1334
1335
1335
['operator', 'question', 'come', 'steven', 'capital', 'advisor']
1336
1336
1337
1337
1338
1338
1339
1339
['flaherty', 'focus', 'putting', 'point', 'board', 'think', 'performance', 'portfolio', 'first', 'quarter', 'upper', 'range', 'forecast', 'please', 'looking', 'things', 'going', 'equally', 'reward', 'really', 'focus']
1340
1340
['steven', 'think', 'coverage', 'dividend', 'terms', 'range', 'coverage']
1341
1341
1342
1342
1343
1343
1344
1344
1345
1345
1346
1346
['steven', 'going', 'forward', 'terms', 'looking', 'area', 'incremental', 'store', 'basis', 'terms', 'progress', 'would', 'highlight', 'would', 'progress']
1347
1347
['flaherty', 'portfolio', 'sorry']
1348
1348
['steven', 'assume', 'tough', 'environment', 'different', 'category', 'investment', 'trend', 'would', 'incremental', 'gain', 'property']
1349
1349
['flaherty', 'hospital', 'medical', 'office', 'building', 'certainly', 'senior', 'housing', 'think', 'going', 'function', 'economy', 'bottom', 'would', 'unless', 'change', 'something', 'portfolio', 'would', 'incremental', 'upside', 'versus', 'senior', 'housing', 'skilled', 'portfolio', 'think', 'going', 'continue', 'pretty', 'particularly', 'skilled', 'portfolio', 'feeling', 'pretty', 'relax']
1350
1350
['steven', 'question', 'going', 'secure', 'lending', 'guidance', 'number', 'terms', 'going', 'roll', 'secure', 'lending', 'guidance', 'specific', 'basis']
1351
1351
['flaherty', 'million', 'execute', 'fourth', 'quarter']
1352
1352
['steven', 'going', 'libor', 'range', 'interest', 'expense', 'stuff', 'roll', 'secure']
1353
1353
1354
1354
1355
1355
['flaherty']
1356
1356
1357
1357
1358
1358
1359
1359
['unidentified', 'participant', 'phone', 'think', 'battery', 'might']
1360
1360
1361
1361
1362
1362
1363
1363
['unidentified', 'participant', 'beginning', 'mention', 'assets']
1364
1364
['flaherty', 'joint', 'venture', 'interest', 'senior', 'housing', 'space', 'acquire']
1365
1365
['unidentified', 'participant', 'understand', 'acquire']
1366
1366
1367
1367
['unidentified', 'participant', 'question', 'ask', 'guess', 'different', 'straight', 'forward', 'think', 'liquidity', 'need']
1368
1368
['flaherty', 'think', 'ample', 'source', 'liquidity', 'number', 'market', 'always', 'base', 'balance', 'sheet', 'management', 'never', 'basket', 'joint', 'venture', 'transfer', 'unsecured', 'several', 'years', 'meaningful', 'amount', 'secure', 'offering', 'meaningful', 'amount', 'equity', 'issuance', 'meaningful', 'amount', 'market', 'necessarily', 'always', 'necessarily', 'would', 'attractive', 'level', 'example', 'today', 'unsecured', 'market', 'today', 'month', 'would', 'terribly', 'attractive', 'account', 'terms', 'maturity', 'years', 'three', 'quarters', 'situation', 'respect', 'joint', 'venture', 'opportunity', 'secure', 'financing', 'opportunity', 'things', 'working']
1369
1369
1370
1370
['flaherty', 'mature', 'august', 'extension', 'option', 'consent', 'banks', 'reality', 'going', 'renegotiate', 'agreement', 'going', 'august', 'probably', 'piece', 'focus']
1371
1371
['unidentified', 'participant', 'prevail', 'sector', 'talk', 'transactions', 'going', 'inaudible', 'overall', 'apply', 'business', 'valuation']
1372
1372
['flaherty', 'really', 'going', 'situation', 'specific', 'check', 'sullivan', 'expert', 'probably', 'would', 'awful', 'answer', 'question']
1373
1373
['unidentified', 'participant', 'thanks']
1374
1374
1375
1375
1376
1376
['sarah', 'analyst', 'jpmorgan', 'sarah', 'muller', 'quick', 'question', 'interest', 'income', 'sequential', 'decrease', 'primarily', 'libor', 'anomaly', 'figure']
1377
1377
['flaherty', 'almost', 'libor']
1378
1378
1379
1379
['flaherty', 'thank', 'everybody', 'sorry', 'appreciate', 'question', 'nareit', 'forward', 'seeing']
1380
1380
1381
1381
1382
1382
['conference', 'call', 'event', 'transcript', 'base', 'company', 'projection', 'forward', 'looking', 'statement', 'regard', 'variety', 'item', 'forward', 'looking', 'statement', 'base', 'current', 'expectation', 'involve', 'risk', 'uncertainty', 'actual', 'result', 'differ', 'materially', 'state', 'forward', 'looking', 'statement', 'base', 'number', 'important', 'factor', 'risk', 'specifically', 'identify', 'company', 'recent', 'filing', 'although', 'company', 'indicate', 'believe', 'assumption', 'underlie', 'forward', 'looking', 'statement', 'reasonable', 'assumption', 'could', 'prove', 'inaccurate', 'incorrect', 'therefore', 'assurance', 'result', 'contemplate', 'forward', 'looking', 'statement', 'realize']
1383
1383
1384
1385
1385
[]
1386
1387
1387
1388
1389
1389
1390
1391
1391
1392
1393
1394
1394
1395
1395
['right', 'reserve']
1396
1396
['copyright']
1397
1397
['right', 'reserve']
1398
0
1
2
3
4
4
['download', 'request', 'tag', 'document']
5
5
6
7
7
8
9
9
['university', 'liverpool']
10
10
['sydney', 'jones', 'library']
11
11
12
13
14
14
15
16
17
17
['source', 'disclosure']
18
18
19
20
21
21
22
22
[]
23
23
['haverty', 'furniture', 'company', 'earnings', 'conference', 'final', 'disclosure', 'february', 'tuesday', 'words']
24
25
26
26
27
27
['haverty', 'furniture', 'company', 'earnings', 'conference', 'final', 'disclosure', 'november', 'thursday', 'words']
28
29
30
30
[]
31
31
32
33
34
34
35
35
['haverty', 'furniture', 'company', 'earnings', 'conference', 'final', 'disclosure', 'thursday', 'words']
36
37
38
38
39
39
['haverty', 'furniture', 'company', 'telsey', 'advisory', 'group', 'annual', 'spring', 'consumer', 'conference', 'final', 'disclosure', 'march', 'wednesday', 'words']
40
41
42
42
['return']
43
44
44
45
46
47
47
['disclosure']
48
49
49
['february', 'tuesday']
50
51
51
52
53
53
54
55
55
['corporate', 'participant']
56
56
['dennis']
57
57
['haverty', 'furniture', 'company']
58
58
['clarence', 'smith']
59
59
['haverty', 'furniture', 'company', 'president']
60
60
61
61
['schwartzman']
62
62
63
63
['bugatch']
64
64
65
65
['presentation']
66
66
['operator', 'lady', 'gentleman', 'thank', 'standing', 'welcome', 'haverty', 'result', 'operator', 'instructions']
67
67
68
68
69
69
70
70
71
71
72
72
73
73
74
74
['better', 'inventory', 'position', 'bestseller', 'lowest', 'stock', 'position', 'several', 'years', 'believe', 'stock', 'position', 'supply', 'chain', 'management', 'advantage', 'several', 'competitor', 'allow', 'quickly', 'serve', 'customer']
75
75
['focus', 'better', 'quality', 'good', 'help', 'drive', 'average', 'ticket', 'increase', 'gross', 'margin', 'merchandising', 'source', 'group', 'develop', 'strong', 'lineup', 'exclusive', 'product', 'haverty', 'brand', 'create', 'industry', 'designer', 'product', 'receive', 'strong', 'acceptance', 'customer']
76
76
77
77
78
78
['driving', 'store', 'sales', 'serving', 'customer', 'better', 'fashion', 'excite', 'design', 'significantly', 'enhance', 'store', 'presentation', 'better', 'technology', 'drawer', 'delivery', 'service', 'fully', 'engage', 'distinguish', 'market', 'serve', 'clear', 'merchandise', 'positioning', 'focus', 'marketing', 'message']
79
79
80
80
81
81
['believe', 'significant', 'upgrade', 'store', 'bright', 'easy', 'major', 'contributor', 'sales', 'increase', 'quarters', 'continue', 'clearly', 'separate', 'promotional', 'player', 'market', 'actively', 'looking', 'number', 'potential', 'site', 'major', 'market', 'within', 'current', 'distribution', 'footprint', 'would', 'dennis']
82
82
83
83
['plan', 'capital', 'expenditure', 'million', 'approximately', 'amount', 'expect', 'depreciation', 'amortization', 'item', 'expect', 'working', 'capital', 'requirement', 'modestly', 'remind', 'value', '259.4', 'million', '11.66', 'share', 'outstanding']
84
84
85
85
86
86
87
87
['operator', 'thank', 'operator', 'instructions', 'schwartzman', 'sidoti', 'company', 'please', 'ahead']
88
88
['schwartzman', 'analyst', 'sidoti', 'company', 'morning', 'folks', 'sense', 'president', 'weekend']
89
89
['clarence', 'smith', 'please', 'really', 'please', 'think', 'going', 'contribute', 'nicely', 'quarter']
90
90
91
91
['clarence', 'smith', 'texas', 'texas', 'frankly', 'seeing', 'pretty', 'balance', 'across', 'company', 'right', 'double', 'digit', 'month', 'across', 'board', 'major', 'market', 'produce', 'seeing', 'pretty', 'balance', 'florida', 'significantly', 'would', 'pretty', 'overall', 'balance', 'region']
92
92
['schwartzman', 'average', 'ticket', 'note', 'little', 'mistake', 'number']
93
93
['clarence', 'smith', 'think', '1,850', 'nicely', 'still', 'seeing', 'increase', '2,000', 'closing']
94
94
['schwartzman', 'delta', 'fourth', 'quarter']
95
95
['clarence', 'smith', 'actually', 'think', 'little', 'higher', 'think', 'double', 'digit', 'number']
96
96
97
97
98
98
99
99
100
100
['schwartzman', 'stick', 'supply', 'chain', 'reminder', 'maybe', 'update', 'number', 'envelope', 'number', 'vendor', 'relationship']
101
101
['clarence', 'smith', 'number', 'talking', 'import', 'overall']
102
102
['schwartzman', 'import', 'sorry']
103
103
['clarence', 'smith', 'would', 'guess', 'would', 'guess', 'really', 'could', 'answer', 'right']
104
104
['schwartzman', 'alright', 'thanks', 'lastly', 'decrease', 'retail', 'square', 'footage', 'allude', 'release', 'pertain', 'front']
105
105
['clarence', 'smith', 'mention', 'three', 'store', 'closing', 'quarter', 'quarter', 'lease', 'expire', 'weak', 'store', 'try', 'reposition', 'several', 'market', 'couple', 'store', 'closing', 'consolidate', 'another', 'location', 'market', 'think', 'actually', 'strengthening', 'position', 'pretty', 'repositioning', 'store', 'getting', 'right', 'location', 'closing', 'weak', 'store']
106
106
107
107
['clarence', 'smith', 'thank']
108
108
109
109
110
110
['clarence', 'smith', 'thank']
111
111
112
112
113
113
['bugatch', 'disclose', 'three', 'store', 'closing', 'notify', 'disclose', 'might']
114
114
115
115
116
116
['clarence', 'smith', 'looking', 'major', 'site']
117
117
['bugatch', 'talk', 'major', 'site', 'elsewhere', 'within', 'distribution', 'footprint', 'anything', 'would']
118
118
119
119
['bugatch']
120
120
121
121
['bugatch', 'though', 'might', 'distribution', 'footprint', 'necessarily', 'advertising', 'market']
122
122
123
123
['bugatch', 'might', 'decision', 'likelihood']
124
124
['clarence', 'smith', 'number', 'working', 'right', 'ready', 'announce', 'anything', 'deal']
125
125
126
126
['dennis', 'write', 'business', 'probably', 'impact', 'deliver', 'big', 'impact', 'really', 'easter', 'weekend', 'furniture', 'retailer', 'advertise', 'actually', 'close', 'easter', 'sunday', 'deliver', 'business', 'impact', 'comparison', 'february', 'think', 'number', 'delivery', 'depend', 'business']
127
127
['bugatch', 'congratulations', 'balance', 'quarter']
128
128
['clarence', 'smith', 'thank']
129
129
['dennis', 'thank']
130
130
131
131
['clarence', 'smith', 'appreciate', 'joining', 'earnings', 'appreciate', 'interest', 'haverty', 'thank']
132
132
['operator', 'thank', 'lady', 'gentleman', 'conclude', 'haverty', 'result', 'conference', 'thank', 'participate', 'disconnect']
133
133
['thomson', 'financial', 'reserves', 'right', 'change', 'document', 'content', 'information', 'without', 'obligation', 'notify', 'person', 'change']
134
134
['conference', 'call', 'event', 'transcript', 'base', 'company', 'projection', 'forward', 'looking', 'statement', 'regard', 'variety', 'item', 'forward', 'looking', 'statement', 'base', 'current', 'expectation', 'involve', 'risk', 'uncertainty', 'actual', 'result', 'differ', 'materially', 'state', 'forward', 'looking', 'statement', 'base', 'number', 'important', 'factor', 'risk', 'specifically', 'identify', 'company', 'recent', 'filing', 'although', 'company', 'indicate', 'believe', 'assumption', 'underlie', 'forward', 'looking', 'statement', 'reasonable', 'assumption', 'could', 'prove', 'inaccurate', 'incorrect', 'therefore', 'assurance', 'result', 'contemplate', 'forward', 'looking', 'statement', 'realize']
135
135
['information', 'contain', 'event', 'transcript', 'textual', 'representation', 'applicable', 'company', 'conference', 'effort', 'provide', 'accurate', 'transcription', 'material', 'error', 'omission', 'inaccuracy', 'reporting', 'substance', 'conference', 'call', 'thomson', 'financial', 'applicable', 'company', 'applicable', 'company', 'assume', 'responsibility', 'investment', 'decision', 'base', 'information', 'provide', 'event', 'transcript', 'user', 'advise', 'review', 'applicable', 'company', 'conference', 'applicable', 'company', 'filing', 'making', 'investment', 'decision']
136
137
137
138
139
139
['language', 'english']
140
141
141
142
143
143
['publication', 'transcript']
144
145
145
146
146
147
148
148
['copyright']
149
150
150
['return']
151
152
152
153
154
155
155
['disclosure']
156
157
157
158
159
159
160
161
161
162
163
163
['corporate', 'participant']
164
164
['dennis']
165
165
['haverty', 'furniture', 'company']
166
166
167
167
['haverty', 'furniture', 'company', 'president', 'chairman']
168
168
['conference', 'participant']
169
169
170
170
['raymond', 'james', 'analyst']
171
171
['schwartzman']
172
172
['sidoti', 'company', 'analyst']
173
173
174
174
['berman', 'capital', 'analyst']
175
175
['presentation']
176
176
177
177
['would', 'remind', 'everyone', 'conference', 'record', 'today', 'november', 'eastern', 'would', 'conference', 'dennis', 'executive', 'president', 'chief', 'financial', 'officer', 'please', 'ahead']
178
178
['dennis', 'haverty', 'furniture', 'company', 'thank', 'operator', 'morning', 'everyone', 'welcome', 'conference', 'really', 'appreciate', 'difficult', 'weather', 'business', 'normal', 'quickly', 'possible']
179
179
['conference', 'making', 'forward', 'looking', 'statement', 'subject', 'uncertainty', 'actual', 'result', 'differ', 'materially', 'imply', 'statement', 'speak', 'undertake', 'obligation', 'publicly', 'update', 'revise']
180
180
['factor', 'could', 'cause', 'actual', 'result', 'differ', 'include', 'economic', 'competitive', 'conditions', 'uncertainty', 'detail', 'company', 'report', 'file', 'president', 'chairman', 'clarence', 'smith', 'update']
181
181
['clarence']
182
182
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183
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184
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['together', 'driving', 'first', 'since', 'first', 'move', 'consistent', 'profitability', 'upgrade', 'merchandise', 'product', 'store', 'presentation', 'help', 'average', 'driver', 'sales', 'increase']
185
185
['emphasis', 'marketing', 'program', 'store', 'signage', 'special', 'order', 'upholstery', 'special', 'order', 'custom', 'choice', 'product', 'account', 'sales', 'category', 'higher']
186
186
187
187
188
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['weekend', '122nd', 'store', 'allen', 'texas', '46,000', 'square', 'location', 'northeast', 'dallas', 'feature', 'western', 'style', 'product', 'expect', 'location', 'heavily', 'growing', 'market']
189
189
190
190
191
191
['complete', 'major', 'remodel', 'expansion', 'project', 'continue', 'bright', 'inspiration', 'upgrade', 'store', 'please', 'bright', 'easy', 'format', 'positive', 'customer', 'reaction', 'help', 'drive', 'sales']
192
192
['continue', 'priority', 'store', 'sales', 'average', 'square', 'improve', 'product', 'quality', 'exclusive', 'design', 'engage', 'customer', 'better', 'timely', 'information', 'making', 'shopping', 'experience', 'easy']
193
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['customer', 'discover', 'something', 'quickly', 'fulfil', 'vision', 'style', 'understand', 'mission', 'believe', 'target', 'customer', 'coming', 'haverty', 'trust', 'furnishing', 'choice']
194
194
['recent', 'sales', 'trend', 'encourage', 'highly', 'motivate', 'continue', 'improve', 'store', 'service', 'level', 'improvement', 'housing', 'market', 'city', 'service', 'believe', 'haverty', 'especially', 'position', 'capitalize', 'customer', 'renew', 'interest', 'furnishing']
195
195
196
196
['question', 'answer']
197
197
198
198
['bugatch', 'analyst', 'raymond', 'james', 'morning', 'dennis', 'congratulations', 'quarter', 'improve', 'performance', 'little', 'clarence', 'talking', 'little', 'think', 'competitive', 'positioning', 'realize', 'market', 'share', 'think', 'gain', 'share', 'lose', 'share', 'relative', 'performance', 'specific', 'market', 'atlanta', 'obviously', 'texas', 'market']
199
199
['clarence', 'smith', 'independent', 'industry', 'primarily', 'upper', 'business', 'business', 'reason', 'try', 'target', 'special', 'order', 'customer', 'execute', 'better']
200
200
201
201
['separate', 'promotional', 'player', 'market', 'ashley', 'rooms', 'little', 'think', 'starting', 'traction', 'average', 'ticket', 'another', 'indicator', 'think', 'appeal', 'better', 'customer']
202
202
['bugatch', 'quantify', 'average', 'ticket']
203
203
204
204
['bugatch', 'variation', 'geography', 'geography', 'pretty', 'consistent', 'throughout', 'chain']
205
205
['dennis', 'increase', 'region', 'state', 'october', 'every', 'region', 'double', 'digit', 'region', 'twice', 'average', 'teens', 'slightly', 'general', 'bounce', 'every', 'every', 'region']
206
206
207
207
['clarence', 'smith', 'upholstery', 'bedding', 'strong', 'performer', 'think', 'everybody', 'firing', 'bedding', 'business', 'better', 'program', 'help', 'drive', 'average', 'ticket', 'alternative', 'bedding', 'bedding', 'really', 'important', 'growing', 'continue', 'increase']
208
208
209
209
210
210
['clarence', 'smith', 'think', 'surprise']
211
211
212
212
213
213
['operator', 'schwartzman', 'sidoti', 'company']
214
214
215
215
216
216
['schwartzman', 'wonder', 'could', 'little', 'merchandise', 'market', 'target', 'product', 'limited', 'number', 'unique', 'market', 'wonder', 'could', 'maybe', 'numbers', 'maybe', 'typically', 'churn', 'within', 'market', 'target', 'market', 'specifically', 'given', 'calendar', 'technical', 'difficulty', 'dallas', 'texas', 'market', 'texas', 'product', 'quote', 'unquote', 'frequently', 'portion', 'product', 'portfolio', 'market', 'terms', 'unique', 'sales']
217
217
['clarence', 'smith', 'area', 'unique', 'product', 'coastal', 'merchandise', 'apply', 'coast', 'normal', 'coastal', 'market', 'mostly', 'florida', 'texas', 'primarily', 'dallas', 'that--', 'western', 'store']
218
218
219
219
['turnover', 'certainly', 'higher', 'upholstery', 'upholstery', 'pretty', 'fashion', 'change', 'quickly', 'good', 'slow', 'upholstery', 'change', 'probably', 'every', 'good', 'would', 'would', 'guess']
220
220
221
221
222
222
['schwartzman', 'lastly', 'expect', 'spending', 'balance']
223
223
224
224
['please', 'advertising', 'helping', 'build', 'brand', 'identify', 'shopper', 'place']
225
225
226
226
['operator', 'operator', 'instructions', 'david', 'berman', 'berman', 'capital']
227
227
228
228
229
229
230
230
['david', 'berman', 'sales', 'leverage', 'going', 'awfully', 'higher', 'margin', 'would', 'increase', 'gross', 'margin', 'realize', 'tough', 'environment', 'difficult', 'given', 'inventory', 'decision', 'right', 'sales', 'growth', 'sales', 'growth', 'higher', 'gross', 'margin', 'right']
231
231
232
232
233
233
234
234
235
235
['try', 'competitive', 'better', 'look', 'values', 'running', 'facility', 'warehouse', 'structure', 'right', 'million', 'quote', 'analyst', 'number', 'add', 'third', 'fourth', 'quarter', 'third', 'quarter', 'running', 'million', 'still', 'million', 'short', 'years']
236
236
237
237
['people', 'finding', 'identify', 'advertising', 'think', 'great', 'continue', 'understanding', 'people', 'might', 'higher', 'margin', 'really', 'think', 'volume']
238
238
239
239
['dennis', 'three', 'month', 'import', 'product', 'domestic', 'product', 'bedding', 'quick', 'require', 'planning', 'supply', 'chain', 'things', 'somebody', 'ask', 'question', 'earlier', 'product', 'turnover', 'manage', 'time', 'things', 'involve', 'product', 'introduction', 'together', 'efficiently', 'project', 'pretty', 'sensible']
240
240
241
241
242
242
['dennis']
243
243
['operator', 'smith', 'question', 'please', 'continue']
244
244
['clarence', 'smith', 'thank', 'interest', 'havertys', 'appreciate', 'joining']
245
245
['operator', 'thank', 'lady', 'gentleman', 'conclude', 'conference', 'today', 'thank', 'participation', 'disconnect', 'line']
246
246
['thomson', 'financial', 'reserves', 'right', 'change', 'document', 'content', 'information', 'without', 'obligation', 'notify', 'person', 'change']
247
247
248
248
249
250
250
['november']
251
252
252
['language', 'english']
253
254
254
255
256
256
['publication', 'transcript']
257
258
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['copyright']
259
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260
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['copyright']
262
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263
['return']
264
265
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['focus', 'document']
266
267
268
268
269
270
270
271
272
272
273
274
274
['length', 'words']
275
276
276
277
277
['dennis']
278
278
['haverty', 'furniture', 'company']
279
279
['clarence', 'smith']
280
280
['haverty', 'furniture', 'company', 'president']
281
281
282
282
283
283
284
284
285
285
286
286
287
287
['stifel', 'nicolaus', 'analyst']
288
288
['presentation']
289
289
['operator', 'welcome', 'haverty', 'financial', 'result', 'august', 'throughout', 'today', 'presentation', 'participant', 'listen', 'presentation', 'opportunity', 'question', 'operator', 'instructions', 'conference', 'dennis', 'please', 'ahead']
290
290
['dennis', 'haverty', 'furniture', 'company', 'morning', 'everybody', 'conference', 'forward', 'looking', 'statement', 'subject', 'risk', 'uncertainty', 'actual', 'result', 'differ', 'materially', 'imply', 'statement', 'speak', 'undertake', 'obligation', 'publicly', 'update', 'revise']
291
291
['factor', 'could', 'cause', 'actual', 'result', 'differ', 'include', 'economic', 'competitive', 'conditions', 'uncertainty', 'detail', 'company', 'report', 'file', 'president', 'clarence', 'smith', 'update']
292
292
['clarence', 'smith', 'president', 'haverty', 'furniture', 'company', 'thank', 'dennis', 'morning', 'thank', 'joining', 'second', 'quarter', 'conference', 'please', 'report', 'earnings', 'second', 'quarter', 'versus', 'share', 'period', 'encourage', 'momentum', 'seeing', 'investment', 'advance', 'merchandising', 'store', 'presentation', 'marketing', 'operate', 'system', 'better', 'serve', 'customer']
293
293
294
294
295
295
296
296
['special', 'order', 'upholstery', 'focus', 'marketing', 'theme', 'discover', 'something', 'customer', 'realize', 'dream', 'believe', 'better', 'fulfill', 'customer', 'vision', 'competitor']
297
297
['store', 'fully', 'coordinate', 'presentation', 'consistent', 'across', 'footprint', 'presence', 'believe', 'continue', 'separate', 'franchise', 'chains', 'regional', 'competitor', 'better', 'quality', 'product', 'fully', 'integrate', 'interactive', 'website', 'centralize', 'seamless', 'delivery', 'operation']
298
298
['offer', 'better', 'product', 'value', 'better', 'service', 'level', 'drawer', 'delivery', 'feature', 'professional', 'delivery', 'distribution', 'associate', 'havertys', 'employee', 'furniture', 'retailer', 'outsource', 'delivery', 'operations', 'customer', 'survey', 'comment', 'support', 'belief', 'haverty', 'distribution', 'delivery', 'team', 'major', 'positive', 'difference', 'competitor']
299
299
['please', 'reinstate', 'quarterly', 'dividend', 'common', '0.0375', 'share', 'havertys', 'dividend', 'consecutive', 'years', 'suspend', 'regular', 'quarterly', 'dividend']
300
300
301
301
302
302
303
303
304
304
305
305
306
306
['point', 'previously', 'fix', 'discretionary', 'costs', 'greater', 'advertising', 'spend', 'higher', 'additional', 'store', 'begin', 'operations', 'second', 'total', 'costs', 'expect', 'approximately', 'million', 'higher', 'first']
307
307
308
308
309
309
310
310
311
311
['question', 'answer']
312
312
313
313
314
314
315
315
316
316
['mcconville', 'make', 'sense', 'realize', 'short', 'frame', 'measuring', 'impressive', 'write', 'quarter', 'concentrate', 'mainly', 'around', 'promotion', 'steady', 'might', 'think', 'might', 'expect']
317
317
318
318
['mcconville', 'seem', 'consumer', 'buying', 'multiple', 'speaker', 'could', 'little', 'income', 'statement', 'gross', 'margin', 'improvement', 'mention', 'couple', 'item', 'press', 'release', 'maybe', 'quantify', 'versus', 'promotion', 'versus', 'maybe', 'input', 'costs', 'least', 'maybe', 'things']
319
319
320
320
['mcconville', 'expectation', 'maybe', 'little', 'moderate', 'gain', 'function', 'mainly', 'strength', 'things', 'expect', 'change']
321
321
322
322
['mcconville', 'enough', 'appreciate', 'taking', 'talk', 'credit', 'availability', 'couple', 'quarters', 'discussion', 'partner', 'recently', 'anything', 'indicate', 'change', 'going']
323
323
['dennis', 'seem', 'pretty', 'anything', 'little', 'better', 'years', 'might', 'upgrade', 'price', 'point', 'somewhat', 'customer', 'bringing', 'really', 'prepare', 'purchase', 'probably', 'decide', 'little', 'better', 'product', 'might', 'available', 'want', 'spend', 'think', 'credit', 'consumer', 'problem']
324
324
['mcconville', 'gentleman', 'thank', 'congratulations']
325
325
['operator', 'schwartzman', 'sidoti', 'company']
326
326
327
327
['clarence', 'smith', 'think', 'consumer', 'research', 'going', 'website', 'think', 'website', 'help', 'fully', 'integrate', 'think', 'probably', 'better', 'competition', 'information', 'check', 'product', 'store']
328
328
329
329
330
330
['dennis', 'view', 'better', 'increase', 'million', 'fix', 'discretionary', 'talk', 'parts', 'increase', 'first', 'second', 'advertising', 'number', 'holiday', 'consumer', 'shopping', 'pattern', 'business', 'second', 'advertise', 'third', 'fourth', 'quarter', 'higher', 'level']
331
331
['schwartzman', 'dennis', 'thanks', 'finally', 'without', 'quantify', 'average', 'ticket', 'really', 'try', 'handle', 'success', 'move', 'upstream', 'price', 'point', 'possibly', 'quantify', 'increase', 'terms', 'unit']
332
332
['clarence', 'smith', 'increase', 'single', 'digit', 'level', 'think', 'selling', 'category', 'instance', 'upholstery', 'people', 'today', 'buying', 'sectional', 'larger', 'upholstery', 'group', 'cover', 'entire', 'family']
333
333
334
334
335
335
['clarence', 'smith', 'pretty', 'think', 'probably', 'seeing', 'little', 'fraction', 'continue', 'advertising', 'different', 'vendor', 'carry', 'pretty', 'throughout']
336
336
['schwartzman', 'sequential', 'basis']
337
337
338
338
339
339
340
340
['baugh', 'analyst', 'stifel', 'nicolaus', 'guess', 'want', 'start', 'level', 'question', 'first', 'pertain', 'import', 'deflation', 'historically', 'least', 'play', 'increase', 'seeing', 'average', 'selling', 'price', 'anything', 'furniture', 'price', 'general', 'stabilize', 'inflate', 'issue', 'getting', 'better', 'customer']
341
341
['downturn', 'mix', 'trade', 'consumer', 'cross', 'current', 'wonder', 'could', 'color']
342
342
['clarence', 'smith', 'definitely', 'price', 'point', 'purpose', 'customer', 'target', 'little', 'promotional', 'customer', 'might', 'little', 'ground', 'better', 'customer']
343
343
344
344
345
345
['baugh', 'stay', 'topic', 'traffic', 'maybe', 'measure', 'competitor', 'talk', 'reference', 'consumer', 'internet']
346
346
['maybe', 'saturday', 'hop', 'around', 'store', 'narrow', 'homework', 'obviously', 'close', 'ratio', 'coming', 'better', 'think', 'maybe', 'driving', 'traffic', 'metric']
347
347
348
348
['baugh', 'mention', 'bedding', 'going', 'curious', 'bedding', 'floor', 'today', 'versus', 'specialty', 'today', 'versus', 'average', 'selling', 'price', 'bedding', 'stable', 'curious']
349
349
350
350
351
351
352
352
['clarence', 'smith', 'price']
353
353
['baugh', 'advertising', 'battleground', 'state', 'florida', 'guess', 'operate', 'worry', 'election', 'terms', 'going', 'print', 'eyeball', 'whatever']
354
354
['clarence', 'smith', 'big', 'promotion', 'going', 'second', 'around', 'labor', 'begin', 'week', 'labor', 'going', 'happen', 'little', 'labor', 'little', 'october']
355
355
['really', 'start', 'heavy', 'advertising', 'right', 'election', 'certainly', 'november', 'november', 'december', 'month', 'think', 'impact', 'increase', 'costs', 'spots', 'majority', 'dollar', 'spend', 'meaning', 'month', 'labor', 'november', 'december']
356
356
357
357
358
358
359
359
360
360
['clarence', 'smith', 'would', 'thank', 'joining', 'appreciate', 'interest', 'havertys']
361
361
362
362
363
363
364
364
365
366
366
367
368
368
['language', 'english']
369
370
370
['transcript', '080212a4872374.774']
371
372
372
373
374
374
375
375
376
377
377
['copyright']
378
379
379
380
381
381
['focus', 'document']
382
383
384
384
['disclosure']
385
386
386
387
388
388
389
390
390
391
392
392
['corporate', 'participant']
393
393
394
394
395
395
['clarence', 'smith']
396
396
397
397
398
398
399
399
400
400
['david', 'berman']
401
401
['berman', 'capital', 'analyst']
402
402
['presentation']
403
403
['operator', 'welcome', 'haverty', 'financial', 'result', 'conference', 'throughout', 'today', 'record', 'presentation', 'participant', 'listen', 'presentation', 'opportunity', 'question', 'operator', 'instructions']
404
404
['would', 'conference', 'dennis']
405
405
406
406
['president', 'clarence', 'smith', 'update']
407
407
['clarence', 'smith', 'president', 'haverty', 'furniture', 'company', 'morning', 'thank', 'joining', 'first', 'quarter', 'conference', 'please', 'report', 'first', 'quarter', 'pretax', 'profits', 'million', 'versus', '500,000', 'previously', 'announce', 'sales', 'increase', '163.6', 'million', 'comparable', 'store', 'sales']
408
408
409
409
['complete', 'rollout', 'store', 'feature', 'point', 'sales', 'system', 'easy', 'learn', 'allow', 'fast', 'transactions', 'product', 'detail', 'sales', 'associate', 'assist', 'customer']
410
410
411
411
['offer', 'mobile', 'version', 'website', 'reskinning', 'attractive', 'engage', 'useful', 'online', 'visitor', 'enhancement', 'refresh', 'color', 'palette', 'allow', 'photography', 'image', 'dominant', 'highlight', 'coordinate', 'furniture', 'accessory', 'complete', 'select', 'product', 'include', 'structure', 'content', 'improve', 'search', 'engine', 'optimization', 'incorporate', 'social', 'medium', 'opportunity', 'design', 'elements', 'friendly', 'allow', 'associate', 'customer', 'quickly', 'access', 'product', 'information', 'store', 'online']
412
412
413
413
414
414
415
415
['final', 'stage', 'complete', 'revamp', 'accessory', 'program', 'already', 'positive', 'impact', 'store', 'presentation', 'sales', 'reaching', 'customer', 'assist', 'decorate', 'idea', 'monthly', 'inspiration', 'sessions', 'engage', 'expert', 'store', 'decorate', 'guidance', 'customer', 'decorate']
416
416
['upgrade', 'merchandise', 'help', 'improve', 'gross', 'margin', 'basis', 'point', 'expect', 'maintain', 'gross', 'margin', '30-basis', 'point', 'improvement']
417
417
418
418
419
419
420
420
['dennis']
421
421
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422
422
423
423
['explain', 'previous', 'conference', 'fix', 'discretionary', 'costs', 'skew', 'somewhat', 'advertising', 'spend', 'usually', 'higher', 'second', 'three', 'additional', 'store', 'opening', 'begin', 'operation', 'second']
424
424
425
425
426
426
427
427
428
428
['operator', 'thank', 'operator', 'instructions', 'first', 'question', 'come', 'bugatch', 'please', 'ahead', 'question']
429
429
430
430
['clarence', 'smith', 'thank']
431
431
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432
432
['clarence', 'smith', 'refer', 'margin', 'correct']
433
433
434
434
435
435
436
436
['clarence', 'smith', 'better', 'market']
437
437
['unidentified', 'participant', 'raymond', 'james', 'hearten', 'several', 'years', 'better', 'market', 'right']
438
438
439
439
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440
440
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441
441
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442
442
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443
443
444
444
445
445
446
446
['dennis', 'inaudible']
447
447
448
448
['dennis', 'would', 'prefer', 'inaudible']
449
449
['unidentified', 'participant', 'raymond', 'james']
450
450
451
451
['giant', 'inaudible', 'sales', 'level', 'enjoy', 'would', 'model', 'outline', 'generate', 'percent', 'would', 'reasonable', 'percent', 'pretty']
452
452
['unidentified', 'participant', 'raymond', 'james', 'enough', 'color', 'leave', 'otherwise', 'thanks', 'taking', 'question']
453
453
454
454
455
455
456
456
['schwartzman', 'analyst', 'sidoti', 'company', 'morning', 'gentleman']
457
457
458
458
['schwartzman', 'enter', 'market', 'store', 'exist', 'market', 'necessarily', 'customarily', 'local', 'market', 'spend', 'particular', 'market']
459
459
460
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['schwartzman', 'regard', 'president', 'wonder', 'could', 'level', 'relative', 'level', 'promotional', 'activity', 'quarter', 'obviously', 'center', 'around', 'holiday', 'demand', 'trend', 'holiday', 'build', 'momentum', 'sustain', 'quarter', 'terms', 'write', 'business', 'deliver']
461
461
462
462
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463
463
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464
464
465
465
466
466
467
467
468
468
469
469
470
470
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471
471
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472
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473
473
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474
474
475
475
476
476
477
477
['clarence', 'smith', 'player', 'merge', 'couple', 'bedding', 'store', 'market', 'atlanta', 'think', 'advertising', '60-something', 'store', 'spending', 'money', 'advertising', 'try', 'separate', 'people', 'bedding', 'business', 'place', 'competitive', 'player', 'marketplace', 'fight', 'share', 'going', 'outspend', 'think', 'going', 'smart', 'marketing', 'message', 'across', 'place', 'bedding', 'need']
478
478
479
479
['clarence', 'smith', 'competitive', 'certainly', 'try', 'cheap', 'try', 'better', 'product', 'experience', 'competitive', 'pricing']
480
480
['schwartzman', 'thank']
481
481
['clarence', 'smith', 'thanks']
482
482
['dennis', 'thanks']
483
483
484
484
['david', 'berman', 'analyst', 'berman', 'capital', 'inaudible']
485
485
['clarence', 'smith', 'inaudible']
486
486
487
487
488
488
['david', 'berman', 'think', 'think', 'think', 'great', 'terms', 'company', 'better', 'buying', 'opportunity']
489
489
490
490
491
491
['dennis', 'thank']
492
492
493
493
494
494
495
495
['clarence', 'smith', 'thank', 'joining', 'conference', 'appreciate', 'interest', 'havertys']
496
496
497
497
['thomson', 'financial', 'reserves', 'right', 'change', 'document', 'content', 'information', 'without', 'obligation', 'notify', 'person', 'change']
498
498
['conference', 'call', 'event', 'transcript', 'base', 'company', 'projection', 'forward', 'looking', 'statement', 'regard', 'variety', 'item', 'forward', 'looking', 'statement', 'base', 'current', 'expectation', 'involve', 'risk', 'uncertainty', 'actual', 'result', 'differ', 'materially', 'state', 'forward', 'looking', 'statement', 'base', 'number', 'important', 'factor', 'risk', 'specifically', 'identify', 'company', 'recent', 'filing', 'although', 'company', 'indicate', 'believe', 'assumption', 'underlie', 'forward', 'looking', 'statement', 'reasonable', 'assumption', 'could', 'prove', 'inaccurate', 'incorrect', 'therefore', 'assurance', 'result', 'contemplate', 'forward', 'looking', 'statement', 'realize']
499
499
500
501
501
[]
502
503
503
['language', 'english']
504
505
505
506
507
507
['publication', 'transcript']
508
509
509
510
510
511
512
512
513
514
514
['return']
515
516
516
['focus', 'document']
517
518
519
519
['disclosure']
520
521
521
['march', 'wednesday']
522
523
523
['haverty', 'furniture', 'company', 'telsey', 'advisory', 'group', 'annual', 'spring', 'consumer', 'conference', 'final']
524
525
525
['length', 'words']
526
527
527
['corporate', 'participant']
528
528
['clarence', 'smith']
529
529
530
530
531
531
532
532
533
533
['feldman']
534
534
['telsey', 'advisory', 'group', 'analyst']
535
535
536
536
['feldman', 'analyst', 'telsey', 'advisory', 'group', 'afternoon', 'thank', 'please', 'introduce', 'haverty', 'furniture', 'company', 'haverty', 'service', 'furnishing', 'retailer', 'showroom', 'state', 'really', 'throughout', 'south', 'midwest', 'atlantic', 'guess', 'generate', 'million', 'revenue', 'number', 'projection', 'target', 'around', 'million', 'growth']
537
537
['today', 'clarence', 'smith', 'president', 'dennis', 'clarence']
538
538
539
539
540
540
541
541
['fashion', 'style', 'drive', 'desire', 'customer', 'appeal', 'better', 'customer', 'upgrade', 'merchandising', 'recently', 'price', 'point', 'higher', 'promotional', 'player', 'rooms', 'ashley', 'slightly', 'ethan', 'allan', 'recognize', 'fashion', 'important', 'driver', 'business']
542
542
['mention', 'store', 'across', 'state', 'million', 'square', 'pretty', 'consistent', 'since', 'relocate', 'store', 'closing', 'store', 'first', 'slightly']
543
543
['store', 'florida', 'store', 'florida', 'continue', 'invest', 'think', 'going', 'important', 'state', 'coming', 'texas', 'large', 'store', 'georgia']
544
544
['focus', 'strategy', 'several', 'years', 'first', 'increase', 'sales', 'square', 'emphasizing', 'customer', 'engagement', 'mention', 'earlier', 'higher', 'price', 'point', 'better', 'good', 'continue', 'build', 'strengthen', 'haverty', 'brand', 'start', 'brand', 'continue', 'strengthen', 'within', 'footprint', 'infrastructure', 'make', 'efficient']
545
545
['surprise', 'demand', 'driver', 'exist', 'sales', 'sales', 'exist', 'sales', 'devastate', 'industry', 'think', 'seeing', 'bottom', 'bump', 'along', 'bottom', 'starting', 'little', 'traction', 'still', 'difficult', 'environment']
546
546
['customer', 'advantage', 'knowing', 'customer', 'deliver', 'hire', 'agency', 'understand', 'motivating', 'customer', 'shop', 'look', 'medium', 'depend']
547
547
['customer', 'trend', 'meaning', 'fashion', 'conscious', 'within', 'though', 'principal', 'focus', 'principal', 'planner', 'information', 'drive', 'approval', 'seeker', 'looking', 'approval', 'friend', 'family', 'important']
548
548
549
549
['try', 'empower', 'vision', 'happen', 'store', 'different', 'tool', 'provide', 'helping', 'translate', 'vision', 'showing', 'place', 'quality', 'inspire', 'rejuvenation', 'fashion', 'business', 'important', 'helping', 'translate', 'happening', 'clothing', 'business', 'furniture', 'business', 'change', 'seasonal', 'thing']
550
550
551
551
552
552
['custom', 'choice', 'program', 'growing', 'rapidly', 'customer', 'product', 'floor', 'variation', 'different', 'combination', 'colors', 'website', 'look', 'would', 'available']
553
553
554
554
['interior', 'store', 'important', 'thing', 'begin', 'program', 'call', 'bright', 'inspiration', 'multiyear', 'program', 'spending', 'million', 'exist', 'store', 'remodel', 'update', 'expect', 'store']
555
555
556
556
['emphasizing', 'contemporary', 'furniture', 'customer', 'asking', 'showroom', 'open', 'bedding', 'important', 'category', 'business', 'redo', 'bedding', 'gallery', 'emphasize', 'strike', 'zone', 'particular', 'category', 'sleeper', 'instance']
557
557
['level', 'sign', 'putting', 'throughout', 'store', 'consistent', 'website', 'seeing', 'website', 'consistent', 'store', 'information', 'product', 'customer', 'telling', 'want', 'provide']
558
558
['relationship', 'sales', 'important', 'relationship', 'customer', 'invest', 'million', 'technology', 'sales', 'people', 'customer', 'tool', 'product', 'showroom']
559
559
560
560
['think', 'would', 'point', 'delivery', 'people', 'haverty', 'associate', 'unlike', 'competition', 'recognize', 'point', 'contact', 'critical']
561
561
562
562
['medium', 'message', 'emphasizing', 'television', 'think', 'going', 'message', 'across', 'focus', 'online', 'usage', 'product', 'magazine', 'build', 'brand', 'deemphasizing', 'newspaper', 'eliminate']
563
563
564
564
565
565
566
566
567
567
['social', 'medium', 'important', 'department', 'focus', 'emphasizing', 'going', 'forward']
568
568
569
569
570
570
['brand', 'names', 'important', 'customer', 'bernhardt', 'making', 'exclusive', 'product', 'using', 'brand', 'store', 'florida', 'nautica', 'brand', 'important', 'customer', 'product', 'bedding', 'brand', 'sealy', 'serta', 'stearns', 'foster', 'tempur', 'pedic', 'growing', 'business']
571
571
572
572
573
573
574
574
['dennis']
575
575
['dennis', 'haverty', 'furniture', 'company', 'thank', 'picture', 'store', 'raton', 'florida', 'furniture', 'retailer', 'store', 'lease', 'fix', 'contemporary', 'florida', 'outside', 'upscale', 'customer', 'design', 'influence', 'little', 'freedom', 'choice', 'product', 'fabric', 'leader', 'terms', 'hitting', 'higher', 'price', 'point', 'merchandise']
576
576
['relocate', 'store', 'antonio', 'south', 'antonio', 'western', 'flavor', 'store', 'bright', 'inspiration', 'store', 'investing', 'million', 'store', 'couple', 'relocation', 'purchase', 'lease', 'fix', 'store', 'interior', 'design', 'bright', 'inspiration']
577
577
578
578
['midland', 'texas', 'boom', 'economy', 'strong', 'former', 'circuit', 'store', 'remodel', 'location', 'couple', 'store', 'exist', 'market', 'store', 'dallas', 'northeast', 'northeast', 'center', 'metroplex', 'growing', 'allen', 'texas', 'relocation', 'store', 'atlanta', 'southwest', 'mcdonough', 'putting', 'construct', 'somewhat', 'rarity', 'shopping', 'think', 'going']
579
579
580
580
581
581
582
582
583
583
584
584
585
585
['coming', 'ipads', 'salesperson', 'customer', 'functionality', 'would', 'station', 'often', 'check', 'stock', 'looking', 'group', 'combination', 'recommendation', 'leave', 'customer', 'something', 'going', 'enhance', 'capability', 'coming']
586
586
['mobile', 'website', 'going', 'customer', 'iphone', 'things', 'website', 'store', 'application', 'somewhat', 'skinnied', 'website', 'still', 'available', 'mobile', 'basis', 'assistance', 'develop', 'right', 'speak']
587
587
588
588
589
589
['several', 'things', 'converge', 'confidence', 'income', 'growing', 'housing', 'little', 'worse', 'store', 'sales', 'several', 'years', 'quarterly', 'basis', 'going', 'quarterly', 'playout', 'really', 'tough', 'store', 'sales', 'three', 'period', 'bounceback', 'actually', 'quarters', 'double', 'digit', 'store', 'sales', 'growth', 'since', 'fourth', 'quarter', 'comp']
590
590
['first', 'month', 'first', 'quarter', 'announce', 'press', 'release', 'total', 'write', 'sales', 'essentially', 'comp', 'without', 'store', 'growth', 'years', 'better', 'environment', 'first', 'quarter']
591
591
592
592
593
593
['whereas', 'black', 'come', 'precipitously', 'quarter', 'stretch', 'money', 'roaring', 'slight', 'increase', 'sales', 'starting']
594
594
595
595
596
596
597
597
598
598
['valuation', 'terms', 'balance', 'sheet', 'extremely', 'strong', 'intangible', 'assets', 'value', 'balance', 'sheet', 'plenty', 'intangible', 'assets', 'value', 'assign', 'around', 'million', 'third', 'store', 'distribution', 'center', 'simple', 'mortgage', 'inventory', 'million', 'reserve', 'replacement', 'value', 'balance', 'sheet', 'fund', 'borrowing', 'value', 'share', 'around', 'stock', 'price']
599
599
600
600
['store', 'market', 'still', 'southern', 'state', 'high', 'ownership', 'home', 'build', 'every', 'spend', 'system', 'distribution', 'network', 'scale', 'larger', 'company', 'financially', 'sound', 'balance', 'sheet', 'overall', 'position', 'million', 'available', 'revolver', 'intend', 'experience', 'passionate', 'dedicate', 'decor']
601
601
['story', 'would', 'answer', 'question']
602
602
['question', 'answer']
603
603
604
604
['feldman', 'question', 'consumer', 'seeing', 'change', 'consumer', 'buying', 'starting', 'gravitate', 'higher', 'ticket', 'bigger', 'basket', 'whole', 'instead', 'anything', 'colorwise']
605
605
606
606
['increase', 'quality', 'good', 'particularly', 'good', 'bringing', 'collection', 'higher', 'price', 'point', 'getting', 'traction', 'first', 'encourage']
607
607
608
608
['clarence', 'smith', 'think', 'good', 'quick', 'particularly', 'formal', 'dining', 'people', 'house', 'change', 'certainly', 'going', 'bring', 'dining', 'think', 'investing', 'front', 'house', 'bedroom', 'anything']
609
609
['seeing', 'instance', 'dining', 'business', 'dining', 'casual', 'dining', 'smaller', 'dining', 'formal', 'casual', 'dining', 'grow', 'dramatically', 'starting', 'little', 'pickup', 'formal', 'dining', 'means', 'people', 'willing', 'bigger', 'ticket', 'something', 'luxury', 'major', 'trend', 'trend', 'seeing']
610
610
['unidentified', 'audience', 'member', 'question', 'commerce', 'wonder', 'percentage', 'business', 'commerce', 'could', 'margin', 'business']
611
611
612
612
['think', 'could', 'point', 'still', 'believe', 'people', 'furniture', 'margin', 'little', 'higher', 'mostly', 'price', 'selling']
613
613
['unidentified', 'audience', 'member', 'inaudible', 'microphone', 'inaccessible']
614
614
615
615
['dennis', 'brick', 'mortar', 'really', 'change', 'advertise', 'another', 'advertising', 'online', 'sales', 'advertising', 'company', 'getting', 'website', 'everything', 'research', 'list', 'things', 'try', 'could', 'friend', 'comment', 'store']
616
616
617
617
618
618
619
619
['unidentified', 'audience', 'member', 'years', 'change', 'either', 'manufacturing', 'facility', 'supply', 'chain', 'going', 'allow', 'margin', 'expand', 'sales', 'recover']
620
620
621
621
622
622
['clarence', 'smith', 'manufacturer', 'asian', 'supplier', 'domestic', 'supplier', 'dealing', 'think', 'big', 'challenge', 'dealing', 'china', 'getting', 'product', 'timely', 'manner', 'move', 'upholstery', 'really', 'challenge']
623
623
624
624
625
625
626
626
627
627
['feldman', 'separate', 'question', 'financing', 'deal', 'offering', 'customer', 'curious', 'seeing', 'greater', 'percentage', 'customer', 'utilize', 'change', 'dramatically', 'years', 'terms', 'duration']
628
628
['dennis', 'seeing', 'people', 'utilize', 'since', 'recession', 'dollar', 'amount', 'sales', 'finance', 'third', 'party', 'small', 'portfolio', 'house', 'total', 'business', 'range', 'four-', 'period', 'level']
629
629
630
630
['duration', 'similar', 'throughout', 'probably', 'month', 'probably', 'average', 'third', 'party', 'interest', 'competitive', 'retail']
631
631
['surge', 'matter', 'matter', 'trigger', 'making', 'purchase', 'course', 'base', 'confidence', 'future', 'outlook', 'income', 'going']
632
632
['credit', 'competitive', 'match', 'detriment', 'downturn', 'might', 'availability', 'credit', 'impediment', 'going', 'forward']
633
633
['clarence', 'smith', 'thank', 'appreciate']
634
634
635
635
636
636
637
638
638
639
640
640
['language', 'english']
641
642
642
['transcript', '032812a4737454.754']
643
644
644
645
646
646
['copyright']
647
647
['right', 'reserve']
648
649
649
650
0
1
2
3
4
4
5
5
['request', 'saturday', '05:40:04']
6
7
7
8
9
9
['university', 'liverpool']
10
10
11
11
[]
12
13
14
14
['terms', 'herman', 'miller']
15
16
17
17
18
18
['project']
19
20
21
21
22
22
[]
23
23
['herman', 'miller', 'earnings', 'conference', 'final', 'disclosure', 'thursday', 'words']
24
25
26
26
[]
27
27
28
29
30
30
[]
31
31
['herman', 'miller', 'earnings', 'conference', 'final', 'disclosure', 'december', 'thursday', 'words']
32
33
34
34
35
35
36
37
38
38
['return']
39
40
40
41
42
43
43
44
45
45
46
47
47
48
49
49
['length', 'words']
50
51
51
52
52
53
53
['herman', 'miller', 'president']
54
54
['bylsma']
55
55
56
56
['stutz']
57
57
['herman', 'miller', 'treasurer', 'chief', 'accounting', 'officer']
58
58
59
59
60
60
61
61
62
62
63
63
['schwartzman']
64
64
65
65
['mccall']
66
66
67
67
68
68
['operator', 'morning', 'everyone', 'welcome', 'herman', 'miller', 'incorporate', 'fiscal', 'fourth', 'quarter', 'fiscal', 'earnings', 'result', 'conference', 'record']
69
69
['presentation', 'include', 'forward', 'looking', 'statement', 'involve', 'risk', 'uncertainty', 'could', 'cause', 'actual', 'result', 'differ', 'materially', 'forward', 'looking', 'statement', 'risk', 'uncertainty', 'include', 'factor', 'discuss', 'company', 'report', 'report', 'file', 'security', 'exchange', 'commission']
70
70
71
71
72
72
['investing', 'array', 'product', 'aim', 'create', 'office', 'landscape', 'future', 'multiple', 'global', 'platform', 'seating', 'expansion', 'collection', 'portfolio', 'introduction', 'neocon', 'close', 'fourth', 'quarter', 'deliver', 'point', 'strongly', 'reinforce', 'reputation', 'global', 'leadership', 'workplace', 'design', 'knowledge', 'insight', 'month', 'chicago', 'unveil', 'living', 'office', 'holistic', 'vision', 'modern', 'workplace', 'result', 'three', 'years', 'global', 'research', 'design', 'investment', 'altogether', 'neocon', 'represent', 'herman', 'miller', 'large', 'introduction', 'product', 'decade', 'design', 'presentation', 'living', 'office', 'research', 'knowledge', 'first', 'public', 'launch', 'larger', 'workplace', 'portfolio', 'product', 'services']
73
73
['proud', 'award', 'present', 'event', 'please', 'powerful', 'impression', 'specifier', 'customer', 'meeting', 'conversation', 'clear', 'connect', 'living', 'office', 'vision', 'attend', 'knowledge', 'sessions', 'independent', 'expert', 'performance', 'value', 'unique', 'design', 'application', 'throughout', 'herman', 'miller', 'space', 'centerpiece', 'setting', 'three', 'major', 'product', 'platform', 'create', 'address', 'unmet', 'need', 'emerge', 'office', 'landscape', 'uniquely', 'powerful', 'solving', 'tomorrow', 'workplace', 'performance', 'comfort', 'beauty', 'versatility', 'need', 'individual', 'team', 'group', 'community', 'space']
74
74
75
75
76
76
77
77
78
78
['finally', 'commit', 'strengthening', 'balance', 'sheet', 'return', 'greater', 'shareholder', 'address', 'latter', 'first', 'fiscal', 'please', 'implement', 'dividend', 'increase', 'raising', 'annualized', 'payout', 'million', 'fiscal', 'today', 'approximately', 'million', 'enhance', 'dividend', 'remain', 'confident', 'inaudible', 'financial', 'position', 'ability', 'strategic', 'investment', 'going', 'forward', 'confidence', 'strategically', 'important', 'action', 'begin', 'terminate', 'legacy', 'pension', 'plan', 'favor', 'define', 'contribution', 'retirement', 'program', 'follow', 'initiative', 'complete', 'transition', 'fiscal', 'significantly', 'reduce', 'balance', 'sheet', 'enhance', 'retention', 'future', 'flow', 'expect', 'process', 'complete', 'november']
79
79
80
80
81
81
82
82
['sales', 'north', 'american', 'reportable', 'segment', 'million', 'prior', 'order', 'fourth', 'quarter', 'total', 'million', 'reflect', 'decrease', 'period', 'fiscal', 'adjust', 'impact', 'dealer', 'deconsolidation', 'segment', 'sales', 'order', 'increase', 'relatively', 'fourth', 'quarter', 'fiscal', 'experience', 'relative', 'weakness', 'federal', 'government', 'sector', 'quarter', 'sales', 'order', 'decline', 'approximately', 'activity', 'level', 'outside', 'federal', 'government', 'remain', 'generally', 'strong', 'quarter', 'strengthen', 'business', 'services', 'manufacturing', 'energy', 'offset', 'soft', 'demand', 'within', 'financial', 'services', 'sector', 'relative', 'third', 'quarter', 'sales', 'north', 'american', 'reportable', 'segment', 'increase', 'third', 'quarter', 'level', 'segment', 'order']
83
83
84
84
['sequential', 'quarter', 'basis', 'north', 'american', 'segment', 'sales', 'order', 'increase', 'respectively', 'third', 'quarter', 'level', 'beginning', 'quarter', 'specialty', 'consumer', 'segment', 'incorporate', 'operate', 'result', 'maharam', 'fourth', 'quarter', 'segment', 'sales', 'million', 'nearly', 'prior', 'order', 'period', 'total', 'million', 'reflect', 'increase', 'period', 'fiscal', 'sequentially', 'sales', 'specialty', 'consumer', 'segment', 'increase', 'third', 'quarter', 'level', 'segment', 'order', 'almost', 'forma', 'basis', 'exclude', 'maharam', 'segment', 'sales', 'fourth', 'quarter', 'increase', 'quarter', 'order', 'prior', 'level', 'relative', 'third', 'quarter', 'fiscal', 'forma', 'segment', 'sales', 'decrease', 'order', 'sequential', 'sales', 'decrease', 'predominantly', 'drive', 'timing', 'project', 'within', 'geiger', 'subsidiary']
85
85
86
86
87
87
['operate', 'expense', 'fourth', 'quarter', 'million', 'represent', 'increase', 'approximately', 'million', 'quarter', 'fiscal', 'million', 'increase', 'relate', 'inclusion', 'partial', 'quarter', 'result', 'maharam', 'addition', 'legacy', 'pension', 'impact', 'increase', 'operate', 'expense', 'drive', 'higher', 'incentive', 'accrual', 'spending', 'marketing', 'product', 'initiative', 'several', 'unveil', 'earlier', 'month', 'neocon', 'exclude', 'impact', 'maharam', 'operate', 'expense', 'fourth', 'quarter', 'increase', 'million', 'third', 'quarter', 'fiscal', 'generally', 'expectation', 'coming', 'period', 'operate', 'earnings', 'quarter', 'million', 'sales', 'represent', 'basis', 'point', 'improvement', 'consolidate', 'operate', 'margin', 'fiscal']
88
88
89
89
['stutz', 'treasurer', 'chief', 'accounting', 'officer', 'herman', 'miller', 'thanks', 'morning', 'everyone', 'end', 'quarter', 'total', 'equivalent', 'million', 'amount', 'approximately', 'million', 'end', 'quarter', 'decrease', 'drive', 'acquisition', 'maharam', 'though', 'partially', 'offset', 'strong', 'generation', 'fourth', 'quarter', 'flow', 'operations', 'period', 'million', 'change', 'working', 'capital', 'drove', 'million', 'source', 'period', 'large', 'contributor', 'increase', 'trade', 'payables', 'accrue', 'liabilities', 'fiscal', 'flow', 'operations', 'million', 'capital', 'expenditure', 'quarter', 'million', 'bringing', 'total', 'million']
90
90
['dividend', 'quarter', 'million', 'million', 'respectively', 'amount', 'significantly', 'higher', 'dividend', 'payouts', 'fiscal', 'total', 'million', 'fourth', 'quarter', 'million', 'remain', 'compliance', 'covenant', 'quarter', 'gross', 'ebitda', 'ratio', 'approximately1.3', 'available', 'capacity', 'credit', 'facility', 'remains', 'million', 'usage', 'outstanding', 'letters', 'credit', 'given', 'current', 'balance', 'ongoing', 'operations', 'total', 'borrowing', 'capacity', 'confident', 'financing', 'need', 'business', 'forward']
91
91
['provide', 'update', 'status', 'plan', 'terminate', 'domestic', 'define', 'benefit', 'pension', 'plan', 'brian', 'mention', 'progress', 'project', 'fiscal', 'near', 'completion', 'earlier', 'fiscal', 'second', 'quarter', 'complete', 'important', 'process', 'move', 'current', 'employee', 'retirement', 'program', 'base', 'define', 'contribution', 'format', 'concurrent', 'cease', 'ongoing', 'benefit', 'accrual', 'legacy', 'define', 'benefit', 'plan', 'following', 'transition', 'begin', 'process', 'systematically', 'settling', 'portion', 'legacy', 'pension', 'obligation', 'distribute', 'benefit', 'certain', 'participant', 'benefit', 'distribution', 'fiscal', 'require', 'contribute', 'additional', 'plan', 'trigger', 'recognition', 'settlement', 'accounting', 'expense', 'charge', 'large', 'component', 'refer', 'legacy', 'pension', 'expense']
92
92
93
93
['reminder', 'final', 'benefit', 'settlement', 'trigger', 'recognition', 'additional', 'settlement', 'accounting', 'expense', 'expense', 'significant', 'currently', 'estimate', 'charge', 'range', 'million', 'million', 'second', 'quarter', 'fiscal', 'large', 'numbers', 'think', 'important', 'recognition', 'settlement', 'expense', 'little', 'impact', 'shareholder', 'equity', 'since', 'large', 'majority', 'losses', 'already', 'reflect', 'component', 'comprehensive', 'income', 'balance', 'sheet', 'always', 'continue', 'provide', 'update', 'progress', 'final', 'phase', 'coming', 'month', 'cover', 'sales', 'earnings', 'guidance', 'first', 'quarter', 'fiscal']
94
94
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184
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192
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197
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203
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213
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218
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227
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233
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238
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244
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249
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255
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256
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['herman', 'miller', 'president']
257
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['bylsma']
258
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['stutz']
260
260
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['bolen']
263
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['borstein']
265
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266
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['schwartzman']
267
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279
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281
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284
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285
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287
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288
288
289
289
290
290
291
291
['significantly', 'enhance', 'dividend', 'confident', 'strong', 'balance', 'sheet', 'growing', 'business', 'leaf', 'strategic', 'investment', 'brief', 'introduction', 'details', 'quarter']
292
292
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293
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295
295
296
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297
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298
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299
299
300
300
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301
301
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302
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303
303
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304
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305
305
306
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307
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308
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309
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310
310
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311
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312
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313
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314
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315
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316
316
['operator', 'question']
317
317
['question', 'answer']
318
318
['operator', 'operator', 'instructions', 'bugatch', 'raymond', 'james']
319
319
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320
320
321
321
322
322
323
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324
324
325
325
326
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327
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328
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329
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331
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332
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334
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335
335
336
336
337
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338
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['think', 'really', 'depend', 'come', 'depend', 'business', 'around', 'total', 'nature', 'growth']
339
339
['bolen', 'thanks', 'taking', 'question']
340
340
341
341
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342
342
['brian', 'walker', 'look', 'retail', 'specialty', 'consumer', 'think', 'revenue', 'increase', 'fast', 'order', 'question', 'always', 'going']
343
343
['happen', 'particularly', 'retail', 'business', 'first', 'little', 'change', 'amount', 'retailer', 'restock', 'stock', 'heavy', 'christmas', 'little', 'movement', 'order', 'follow', 'comparison', 'little', 'funny', 'terms', 'timing']
344
344
['second', 'thing', 'larger', 'online', 'retailer', 'combine', 'together', 'combination', 'active', 'typically', 'advertising', 'kind', 'things', 'little', 'order', 'integration', 'think']
345
345
346
346
['borstein', 'thanks', 'specialty', 'consumer', 'follow', 'consolidate', 'revenue', 'quarters', 'business', 'percentage', 'revenue', 'years', 'three']
347
347
348
348
349
349
['product', 'build', 'pipeline', 'contract', 'retail']
350
350
351
351
['think', 'going', 'really', 'depend', 'three', 'item', 'whether', 'become', 'bigger']
352
352
['borstein', 'thanks', 'color', 'going', 'north', 'american', 'furniture', 'solution', 'call', 'commercial', 'press', 'release', 'strength', 'wonder', 'little', 'deep', 'specifically', 'commercial', 'strength']
353
353
['brian', 'walker', 'actually', 'would', 'fairly', 'across', 'board', 'particular', 'segment', 'super', 'strong', 'financial', 'services', 'would', 'internationally', 'maybe', 'converse', 'thing', 'internationally', 'banking', 'sector', 'particularly', 'money', 'center', 'singapore']
354
354
['financial', 'services', 'better', 'overall', 'globally', 'banking', 'particularly', 'international', 'probably', 'surprise', 'going', 'europe', 'going', 'around', 'banking', 'change', 'people', 'try', 'figure', 'capitalization', 'things', 'think', 'pretty', 'broad', 'would', 'anything']
355
355
['stutz', 'going', 'think', 'definitely', 'contrast', 'certainly', 'quarter', 'brian', 'mention', 'internationally', 'banking', 'financial', 'services', 'definitely', 'step', 'major', 'develop', 'market', 'whereas', 'really', 'quarter']
356
356
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357
357
['borstein', 'great', 'within', 'sense', 'right', 'business', 'business', 'seeing', 'consolidation', 'effort', 'rather', 'expansion', 'effort', 'business']
358
358
['brian', 'walker', 'seeing', 'amount', 'watch', 'going', 'seeing', 'amount', 'folks', 'either', 'building', 'corporate', 'headquarters', 'amount', 'corporate', 'campus', 'going', 'across', 'especially', 'unite', 'state']
359
359
['certainly', 'talking', 'people', 'talk', 'relate', 'apple', 'process', 'building', 'headquarters', 'juniper', 'network', 'headquarters', 'building', 'headquarters']
360
360
['amount', 'folks', 'talking', 'headquarters', 'construction', 'going', 'think', 'people', 'realize', 'point', 'need', 'little', 'reinvention', 'marissa', 'mayer', 'saying', 'folks', 'think', 'overstate', 'think', 'specific', 'issue', 'necessarily', 'general', 'trend']
361
361
362
362
['think', 'little', 'reinvention', 'going', 'right', 'people', 'saying', 'house', 'people', 'without', 'maybe', 'space', 'certainly', 'without', 'add', 'space', 'place', 'attractive', 'people']
363
363
364
364
365
365
366
366
['schwartzman', 'analyst', 'sidoti', 'company', 'gross', 'margin', 'second', 'looking', 'least', 'years', 'decade', 'sequential', 'change', 'third-', 'fourth', 'quarter', 'gross', 'margin', 'least', 'basis', 'point', 'maybe', 'color', 'guidance']
367
367
['realize', 'early', 'quarter', 'uncertainty', 'world', 'potential', 'bake', 'guidance', 'sequential', 'decline', 'margin']
368
368
['bylsma', 'think', 'thing', 'typically', 'gross', 'margin', 'ability', 'challenge', 'manage', 'labor', 'typically', 'december', 'january', 'typically', 'margin']
369
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['guidance', 'reflect', 'really', 'manage', 'first', 'higher', 'production', 'level', 'december', 'lower', 'january', 'typically', 'forecasting', 'level', 'variation', 'production', 'schedule', 'occur', 'manage', 'predict', 'rebound']
370
370
371
371
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372
372
['schwartzman', 'product', 'development', 'picture', 'budget', 'think', 'allocation', 'dollar', 'amongst', 'paradigm', 'paradigm', 'product', 'collaborative', 'versus', 'bread', 'butter', 'legacy', 'herman', 'miller', 'product', 'target', 'percentage', 'base', 'whatever', 'design', 'designer', 'people', 'need']
373
373
374
374
['heavy', 'towards', 'breakthrough', 'chunk', 'right', 'middle', 'platform', 'drive', 'research', 'going', 'cornerstone']
375
375
['thing', 'collection', 'try', 'things', 'update', 'always', 'though', 'business', 'antique', 'antique', 'product', 'relevant', 'today']
376
376
['collection', 'though', 'looking', 'things', 'still', 'relevant', 'asking', 'improve', 'material', 'design', 'adaptation', 'relevant', 'today']
377
377
['section', 'business', 'going', 'major', 'working', 'platform', 'business', 'things', 'catch', 'people', 'imagination', 'breakthrough', 'specialty', 'things', 'ignite', 'people', 'herman', 'miller']
378
378
['looking', 'science', 'thing', 'talk', 'try', 'margin', 'area', 'thing', 'careful', 'business', 'customer', 'complete', 'provider', 'provide', 'individual', 'object', 'entire', 'environment']
379
379
['try', 'balance', 'often', 'margin', 'product', 'customer', 'entire', 'environment', 'thinking', 'reshape', 'environment', 'bringing', 'product', 'great', 'margin', 'things', 'balance']
380
380
381
381
382
382
['hiccup', 'try', 'work', 'system', 'order', 'little', 'light', 'summer', 'would', 'inflict', 'wound', 'little']
383
383
384
384
['place', 'marketshare', 'marketshare', 'china', 'necessarily', 'looking', 'business', 'broadly', 'holistically', 'certainly', 'enable', 'opportunity', 'market', 'would', 'otherwise']
385
385
['schwartzman', 'third', 'quarter', 'revenue', 'maybe', 'could', 'order', 'dollar']
386
386
['brian', 'walker', 'going', 'break', 'segment', 'start', 'opinion', 'point', 'level', 'granularity', 'helpful', 'going', 'bounce', 'around', 'depend', 'whether', 'product', 'herman', 'miller', 'product', 'project', 'think', 'actually', 'meaningful']
387
387
['schwartzman', 'seasonality', 'terribly', 'different', 'north', 'america']
388
388
['brian', 'walker', 'little', 'different', 'sometimes', 'different', 'period', 'within', 'quarter', 'chinese', 'obviously', 'going', 'bigger', 'impact', 'going', 'around', 'christmas']
389
389
390
390
['schwartzman', 'share', 'buyback', 'could', 'refresh', 'anything', 'authorization', 'remain']
391
391
392
392
393
393
['certainly', 'conversation', 'board', 'think', 'things', 'consider', 'point', 'share', 'repurchase', 'thing', 'would', 'first', 'ensure', 'incentive', 'plan', 'dilutive', 'would', 'think', 'would']
394
394
395
395
['operator', 'thank', 'showing', 'queue', 'would', 'conference', 'brian', 'walker', 'closing', 'remark']
396
396
['brian', 'walker', 'thank', 'closing', 'summarize', 'point', 'strategy', 'reflect', 'today', 'believe', 'drive', 'growth', 'continue', 'expand', 'margin']
397
397
398
398
399
399
['finally', 'investing', 'specialty', 'consumer', 'segment', 'specifically', 'retail', 'collection', 'elements', 'focus', 'margin', 'product', 'channel', 'model']
400
400
401
401
402
402
403
403
404
404
405
405
406
407
407
['march']
408
409
409
['language', 'english']
410
411
411
['transcript', '032113a5027262.762']
412
413
413
['publication', 'transcript']
414
415
415
416
416
417
418
418
['copyright']
419
420
420
['return']
421
422
422
423
424
425
425
['disclosure']
426
427
427
428
429
429
['herman', 'miller', 'earnings', 'conference', 'final']
430
431
431
['length', 'words']
432
433
433
434
434
435
435
436
436
['bylsma']
437
437
438
438
439
439
440
440
['conference', 'participant']
441
441
['david', 'macgregor']
442
442
443
443
['bugatch']
444
444
['raymond', 'james', 'associate', 'analyst']
445
445
['mccall']
446
446
447
447
448
448
['sidoti', 'company', 'analyst']
449
449
['presentation']
450
450
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451
451
452
452
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453
453
454
454
455
455
['result', 'disruption', 'power', 'installation', 'delay', 'estimate', 'storm', 'delay', 'million', 'million', 'revenue', 'additionally', 'order', 'schedule', 'longer', 'anticipate', 'times', 'order', 'second', 'fiscal', 'miss', 'reason', 'ultimately', 'order', 'backlog', 'become', 'revenue', 'order', 'move', 'right', 'direction', 'convert', 'revenue', 'profit', 'growth', 'balance']
456
456
457
457
['building', 'successful', 'sales', 'model', 'first', 'establish', 'thrive', 'recently', 'introduce', 'addition', 'focus', 'small', 'medium', 'business', 'customer', 'underway', 'working', 'coordination', 'dealer', 'channel', 'ensure', 'great', 'service', 'specification', 'delivery', 'service', 'small', 'customer', 'years', 'believe', 'found', 'formula', 'product', 'service', 'going', 'market', 'importance', 'coming', 'years']
458
458
459
459
460
460
461
461
['international', 'segment', 'addition', 'report', 'solid', 'sales', 'order', 'growth', 'prior', 'europe', 'significant', 'quarter', 'frankly', 'weak', 'expect', 'continue', 'perform', 'middle', 'element', 'international', 'performance', 'quarter', 'expand', 'momentum', 'presence', 'driving', 'substantial', 'increase', 'sales', 'order', 'region', 'achieve', 'addition', 'organic', 'sales', 'growth', 'market', 'include', 'china', 'india', 'australia']
462
462
463
463
['global', 'macroeconomic', 'environment', 'remains', 'mix', 'unite', 'state', 'economy', 'tepid', 'growing', 'housing', 'appear', 'poise', 'rebound', 'employer', 'beginning', 'productivity', 'gain', 'nearly', 'exhaust', 'finally', 'office', 'vacancy', 'rates', 'remain', 'company', 'continue', 'incentive', 'typically', 'lead', 'demand', 'product', 'services']
464
464
465
465
466
466
['cover', 'guidance', 'detail', 'remind', 'commit', 'growth', 'performance', 'target', 'indicate', 'month', 'would', 'period', 'investment', 'robust', 'product', 'pipeline', 'investment', 'customer', 'facility', 'regional', 'operations', 'marketing', 'initiative', 'collection', 'small', 'business', 'first', 'month', 'primarily', 'focus', 'capital', 'expenditure', 'third', 'fourth', 'quarters', 'incur', 'additional', 'operate', 'expense', 'program', 'begin', 'towards', 'launch']
467
467
['wrapping', 'introductory', 'remark', 'highlight', 'speak', 'power', 'product', 'strategy', 'brand', 'today', 'business', 'architecture', 'interior', 'design', 'community', 'critical', 'customer', 'audience', 'driving', 'specification', 'selection', 'large', 'portion', 'industry', 'sales', 'years', 'annual', 'brand', 'survey', 'connect', 'conduct', 'audience', 'publish', 'annually', 'december', 'leading', 'trade', 'magazine']
468
468
469
469
['herman', 'miller', 'finish', 'three', 'question', 'never', 'capture', 'overall', 'ranking', 'please', 'number', 'response', 'among', 'specifier', 'believe', 'validation', 'strategy', 'hearts', 'mind', 'community', 'great', 'product', 'design', 'complement', 'concert', 'marketing', 'effort', 'emphasize', 'unmatched', 'heritage', 'continue', 'commitment', 'design', 'excellence', 'illustrate', 'herman', 'miller', 'collection', 'collection', 'resonate', 'sales', 'order', 'generate', 'specialty', 'consumer', 'segment', 'confident', 'create', 'value', 'across', 'entire', 'business']
470
470
['confident', 'building', 'momentum', 'details', 'quarter']
471
471
['bylsma', 'herman', 'miller', 'thanks', 'brian', 'consolidate', 'basis', 'sales', 'quarter', 'million', 'represent', 'decline', 'period', 'sequential', 'decrease', 'first', 'quarter', 'clear', 'bright', 'result', 'period', 'order', 'total', 'million', 'consolidate', 'basis', 'increase', 'second', 'quarter', 'fiscal', 'represent', 'sequential', 'quarter', 'improvement']
472
472
473
473
474
474
475
475
['cover', 'gross', 'margin', 'performance', 'period', 'update', 'plan', 'close', 'ultimately', 'terminate', 'domestic', 'define', 'benefit', 'pension', 'plan', 'second', 'quarter', 'complete', 'important', 'transition', 'process', 'move', 'current', 'employee', 'retirement', 'program', 'base', 'define', 'contribution', 'format', 'concurrent', 'cease', 'ongoing', 'benefit', 'accrual', 'legacy', 'define', 'benefit', 'plan', 'settle', 'portion', 'legacy', 'pension', 'obligation', 'distribute', 'benefit', 'certain', 'participant', 'since', 'benefit', 'distribution', 'investment', 'pension', 'impact', 'consolidate', 'flow', 'period']
476
476
477
477
478
478
479
479
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480
480
481
481
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482
482
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483
483
['balance', 'sheet', 'liquidity', 'overview', 'cover', 'earnings', 'guidance']
484
484
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485
485
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486
486
487
487
['operator', 'thank']
488
488
489
489
['david', 'macgregor', 'longbow', 'research']
490
490
491
491
['brian', 'walker', 'first', 'week', 'obviously', 'third', 'right', 'order', 'think', 'number', 'david']
492
492
493
493
494
494
['david', 'macgregor', 'respect', 'gross', 'margin', 'guess', 'september', 'price', 'increase', 'gross', 'margin', 'benefit', 'numbers']
495
495
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496
496
497
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498
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499
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500
500
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501
501
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502
502
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503
503
['brian', 'walker', 'speaking', 'europe', 'particular']
504
504
['david', 'macgregor', 'north', 'american', 'exclude']
505
505
506
506
507
507
['operator', 'bugatch', 'raymond', 'james']
508
508
509
509
510
510
['bugatch', 'government', 'impact', 'healthcare', 'impact', 'north', 'america']
511
511
512
512
['bugatch', 'quite', 'contract', 'thought', 'issue', 'quarter']
513
513
514
514
515
515
['brian', 'walker', 'commercial', 'healthcare', 'business', 'relatively']
516
516
517
517
['brian', 'walker', 'government', 'total', 'government', 'total']
518
518
['stutz', 'around', 'rough', 'numbers', 'revenue', 'total']
519
519
520
520
521
521
522
522
['bugatch']
523
523
524
524
525
525
['stutz', 'right', 'middle', 'million']
526
526
527
527
528
528
['bugatch', 'europe']
529
529
530
530
531
531
532
532
533
533
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534
534
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535
535
['stutz', 'number']
536
536
537
537
538
538
539
539
540
540
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541
541
['bugatch', 'inefficiency', 'multiple', 'speaker', 'quantify', 'investment', 'making', 'dollar', 'investment', 'point', 'going', 'parse', 'total']
542
542
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543
543
544
544
545
545
['bugatch', 'miss', 'number', 'terms', 'delta', 'investment']
546
546
['stutz']
547
547
548
548
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549
549
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550
550
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551
551
['bugatch', 'right', 'multiple', 'speaker']
552
552
553
553
['bugatch', 'right', 'thank', 'happy', 'holiday', 'everybody', 'herman', 'miller']
554
554
['operator', 'mccall', 'capital', 'market']
555
555
['mccall', 'analyst', 'capital', 'market', 'actually', 'follow', 'question', 'outlook', 'macro', 'relate', 'question', 'answer', 'internally', 'indicator', 'pipeline', 'whether', 'vintage', 'pipeline', 'strength', 'right']
556
556
557
557
['customer', 'visit', 'little', 'measure', 'right', 'amount', 'cycle', 'michigan', 'process', 'redo', 'amount', 'facility', 'holding', 'saying', 'bring', 'people', 'place', 'folks', 'seeing', 'relatively', 'going', 'nowhere', 'course', 'restrain', 'little', 'maybe', 'restrain', 'period']
558
558
['mccall', 'calendar', 'couple', 'things', 'think', 'talk', 'project', 'going', 'second', 'going', 'shift', 'second', 'order', 'place', 'quarter', 'announce', 'think', 'exxon', 'think', 'hear', 'large', 'project', 'visibility', 'getting', 'times', 'assume', 'provide', 'little', 'revenue', 'visibility', 'first', 'revenue', 'visibility', 'earnings', 'visibility', 'things', 'outside', 'topline', 'specifically', 'write', 'integration', 'things', 'margin', 'visibility', 'forward']
559
559
560
560
561
561
['tenet', 'typically', 'looking', 'activity', 'level', 'coming', 'order', 'order', 'coming', 'momentum', 'building', 'usually', 'predictor', 'rather', 'looking', 'couple', 'large', 'start', 'figure', 'going', 'schedule', 'particular', 'order', 'efficiency', 'manufacturing', 'think', 'necessarily', 'help', 'visibility', 'topline']
562
562
['mccall', 'margin', 'front']
563
563
564
564
['couple', 'things', 'ultimately', 'going', 'ability', 'healthcare', 'business', 'capture', 'price', 'lock', 'contract', 'contract', 'begin', 'expire', 'current', 'price', 'list', 'boost']
565
565
566
566
['mccall', 'specialty', 'consumer', 'think', 'call', 'retail', 'business', 'collection', 'business', 'growth', 'pretty', 'organic', 'number', 'floor', 'understand', 'revenue', 'growth', 'order', 'growth', 'success', 'selling', 'stuff', 'people', 'something', 'going']
567
567
568
568
['things', 'first', 'quivor', 'offer', 'retailer', 'course', 'start', 'sales', 'force', 'place', 'collection', 'folks', 'board', 'summertime', 'ramp', 'terms', 'number', 'people', 'getting', 'right', 'marketplace', 'think', 'combination', 'factor', 'coming', 'product', 'launch', 'hitting', 'sales', 'place', 'collection', 'course', 'enable', 'actually', 'capture', 'project', 'contract', 'people', 'acting', 'pitching', 'product', 'dealer', 'community']
569
569
['combination', 'thought', 'would', 'great', 'product', 'building', 'channel', 'right', 'getting', 'marketing', 'right', 'things', 'work', 'definitely', 'size', 'comp', 'pipeline', 'product', 'really', 'getting', 'sales', 'ramp', 'integrate', 'individual', 'marketplace']
570
570
571
571
['brian', 'walker', 'first', 'remember', 'reason', 'better', 'margin', 'generally', 'specialty', 'consumer', 'business', 'particularly', 'collection', 'retail', 'business', 'heavy', 'emphasis', 'seating', 'whereas', 'looking', 'international', 'business', 'workstation', 'business', 'talk', 'quite', 'margin', 'seeing', 'seating', 'seating', 'specialty', 'product', 'drive', 'better', 'margin', 'overall', 'retail', 'pricing', 'little', 'better', 'major', 'project', 'discount', 'project', 'bigger', 'right']
572
572
573
573
['north', 'american', 'business', 'actually', 'pretty', 'close', 'today', 'place', 'actually', 'margin', 'growth', 'going', 'building', 'specialty', 'consumer', 'going', 'important', 'getting', 'investment', 'cycle', 'international', 'getting', 'healthcare', 'solid', 'profitability', 'nemschoff', 'three', 'things', 'particular', 'drive']
574
574
575
575
['schwartzman', 'sidoti', 'company']
576
576
['schwartzman', 'analyst', 'sidoti', 'company', 'speak', 'sandy', 'relate', 'deferral', 'million', 'million', 'think', 'business', 'shift', 'three', 'week', 'include', 'guidance', 'quarter']
577
577
['bylsma', 'actually', 'ship', 'already', 'install', 'either', 'sitting', 'dealer', 'waiting', 'final', 'customer', 'final', 'customer', 'waiting', 'actually', 'instal', 'would', 'expect', 'million', 'million', 'ship', 'either', 'ship', 'product', 'final', 'customer', 'recognize', 'revenue', 'third', 'quarter', 'almost', 'completely']
578
578
579
579
['bylsma', 'another', 'million', 'million', 'almost', 'numbers', 'total', 'looking', 'million', 'million', 'storm', 'couple', 'longer', 'order']
580
580
581
581
582
582
583
583
['schwartzman', 'customer']
584
584
585
585
586
586
587
587
['schwartzman', 'perfect', 'clear', 'adjust', 'order', 'number', 'government', 'assume', 'purely', 'north', 'america', 'talking']
588
588
['brian', 'walker', 'correct', 'exclude', 'specialty', 'consumer']
589
589
590
590
591
591
592
592
593
593
594
594
['schwartzman', 'since', 'corporate', 'profits', 'decelerate', 'somewhat', 'curious', 'might', 'think', 'example', 'really', 'fully', 'fully', 'realize', 'vacancy', 'drive', 'opportunity', 'customer', 'facility', 'factor']
595
595
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596
596
['think', 'discussion', 'driver', 'right', 'think', 'going', 'depend', 'opinion', 'january', 'february', 'country', 'economically', 'economics', 'positive', 'fiscal', 'cliff', 'company', 'start', 'growth', 'think', 'profit', 'number', 'around', 'people', 'begin', 'believe', 'going', 'around', 'prospect', 'growth', 'imagine', 'affect', 'psyche', 'business', 'actually', 'look', 'thing', 'get', 'least', 'figure', 'start', 'build', 'longer', 'plan']
597
597
598
598
599
599
600
600
['brian', 'walker']
601
601
['schwartzman', 'intent', 'possibly', 'offset', 'share', 'count', 'creeping', 'little', 'number', 'quarters', 'maybe', 'offset', 'option', 'issuance']
602
602
['bylsma', 'specific', 'discussion', 'course', 'constantly', 'looking', 'capital', 'structure', 'figuring', 'think', 'still', 'still', 'pension', 'finish', 'going', 'looking', 'strategic', 'idea', 'think', 'interest', 'could', 'accelerate', 'growth', 'become', 'number', 'board', 'constantly', 'looking', 'capital', 'structure', 'getting', 'adequate', 'return', 'shareholder', 'remains', 'topic', 'discussion', 'every', 'meeting', 'looking', 'three', 'priority', 'saying']
603
603
['operator', 'showing', 'question', 'queue']
604
604
['brian', 'walker', 'closing', 'folks', 'domestic', 'global', 'economic', 'challenge', 'fulfil', 'strategic', 'vision', 'believe', 'herman', 'miller', 'years', 'strength', 'promise', 'leverage', 'build', 'unique', 'advantage', 'order', 'backlog', 'generate', 'quarter', 'strong', 'validation', 'strategic', 'direction', 'momentum', 'domestically', 'internationally', 'share', 'optimism', 'future']
605
605
606
606
607
607
['thomson', 'financial', 'reserves', 'right', 'change', 'document', 'content', 'information', 'without', 'obligation', 'notify', 'person', 'change']
608
608
['conference', 'call', 'event', 'transcript', 'base', 'company', 'projection', 'forward', 'looking', 'statement', 'regard', 'variety', 'item', 'forward', 'looking', 'statement', 'base', 'current', 'expectation', 'involve', 'risk', 'uncertainty', 'actual', 'result', 'differ', 'materially', 'state', 'forward', 'looking', 'statement', 'base', 'number', 'important', 'factor', 'risk', 'specifically', 'identify', 'company', 'recent', 'filing', 'although', 'company', 'indicate', 'believe', 'assumption', 'underlie', 'forward', 'looking', 'statement', 'reasonable', 'assumption', 'could', 'prove', 'inaccurate', 'incorrect', 'therefore', 'assurance', 'result', 'contemplate', 'forward', 'looking', 'statement', 'realize']
609
609
610
611
611
612
613
613
614
615
615
['transcript', '122012a4964049.749']
616
617
617
618
619
619
620
620
621
622
622
623
624
624
625
626
626
['document']
627
628
629
629
630
631
631
632
633
633
['herman', 'miller', 'earnings', 'conference', 'final']
634
635
635
['length', 'words']
636
637
637
638
638
['brian', 'walker']
639
639
['herman', 'miller', 'president']
640
640
['bylsma']
641
641
642
642
643
643
644
644
['conference', 'participant']
645
645
646
646
647
647
['schwartzman']
648
648
['sidoti', 'company', 'analyst']
649
649
650
650
651
651
652
652
['longbow', 'research', 'analyst']
653
653
654
654
['operator', 'morning', 'everyone', 'welcome', 'herman', 'miller', 'incorporate', 'first', 'quarter', 'earnings', 'result', 'conference', 'record', 'presentation', 'include', 'forward', 'looking', 'statement', 'involve', 'risk', 'uncertainty', 'could', 'cause', 'actual', 'result', 'differ', 'materially', 'forward', 'looking', 'statement', 'risk', 'uncertainty', 'include', 'factor', 'discuss', 'company', 'report', 'report', 'file', 'security', 'exchange', 'commission']
655
655
656
656
657
657
['brian', 'walker', 'president', 'herman', 'miller', 'morning', 'everyone', 'welcome', 'recent', 'quarters', 'demonstrate', 'ability', 'deliver', 'solid', 'business', 'performance', 'despite', 'continue', 'backdrop', 'uncertain', 'economic', 'conditions', 'demand', 'north', 'american', 'business', 'include', 'area', 'recent', 'strategic', 'investment', 'combine', 'growth', 'emerge', 'global', 'market', 'serve', 'offset', 'slow', 'sales', 'federal', 'government', 'healthcare', 'challenge', 'continental', 'europe']
658
658
['respects', 'morning', 'update', 'recent', 'quarters', 'order', 'level', 'federal', 'government', 'healthcare', 'customer', 'quarter', 'remainder', 'business', 'north', 'america', 'remain', 'solid', 'highlight', 'demand', 'commercial', 'specialty', 'consumer', 'customer', 'outside', 'order', 'activity', 'mix', 'growth', 'offset', 'decrease', 'europe']
659
659
660
660
661
661
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662
662
['within', 'healthcare', 'consolidation', 'nemschoff', 'manufacturing', 'operation', 'largely', 'complete', 'move', 'enhance', 'manufacturing', 'efficiency', 'expect', 'drive', 'annual', 'savings', 'million', 'million', 'recently', 'bring', 'board', 'louise', 'mcdonald', 'executive', 'herman', 'miller', 'healthcare', 'louise', 'bring', 'significant', 'international', 'healthcare', 'experience', 'support', 'capable', 'focus', 'together', 'working', 'build', 'industry', 'leading', 'brand', 'product', 'portfolio', 'sales', 'distribution', 'network']
663
663
['hurdle', 'uncertainty', 'public', 'policy', 'investment', 'focus', 'healthcare', 'provider', 'recently', 'move', 'facility', 'infrastructure', 'medical', 'implement', 'things', 'drive', 'billable', 'issue', 'settling', 'turning', 'commit', 'healthcare', 'believe', 'future', 'confirm', 'right', 'demographic', 'develop', 'world', 'rising', 'demand', 'quality', 'healthcare', 'emerge', 'market', 'suggest', 'secular', 'industry', 'growth', 'years', 'remain', 'confident', 'future', 'herman', 'miller', 'healthcare', 'business']
664
664
665
665
666
666
['beyond', 'experience', 'within', 'federal', 'government', 'underlie', 'strength', 'north', 'american', 'office', 'furniture', 'business', 'reflect', 'continue', 'focus', 'investment', 'drive', 'strategy', 'greater', 'diversification', 'investment', 'include', 'excite', 'seating', 'furniture', 'system', 'program', 'launch', 'summer', 'believe', 'reinforce', 'herman', 'miller', 'position', 'industry', 'innovation', 'knowledge', 'leader', 'future', 'workplace']
667
667
668
668
669
669
['summarize', 'clearly', 'challenge', 'confident', 'strategic', 'focus', 'strength', 'balance', 'sheet', 'people', 'deliver', 'goal', 'diversify', 'growth', 'operational', 'performance', 'looking', 'forward', 'sharing', 'progress', 'coming', 'quarters', 'details', 'first', 'quarter', 'result']
670
670
['bylsma', 'herman', 'miller', 'thanks', 'brian', 'begin', 'remind', 'everyone', 'first', 'quarter', 'comprise', 'week', 'comparable', 'period', 'include', 'extra', 'operations', 'order', 'realign', 'fiscal', 'calendar', 'cutoff', 'details', 'quantify', 'impact', 'additional', 'comparison']
671
671
['consolidate', 'basis', 'sales', 'first', 'quarter', 'million', 'represent', 'decline', 'period', 'sequential', 'quarter', 'improvement', 'fourth', 'quarter', 'fiscal', 'consolidate', 'order', 'first', 'quarter', 'million', 'basis', 'improve', 'sequentially', 'adjust', 'extra', 'operations', 'forma', 'sales', 'basis', 'order']
672
672
['sales', 'order', 'within', 'north', 'american', 'reportable', 'segment', 'reflect', 'contrast', 'demand', 'brian', 'describe', 'among', 'federal', 'government', 'healthcare', 'office', 'furniture', 'customer', 'total', 'segment', 'sales', 'period', 'million', 'order', 'quarter', 'million', 'amount', 'period', 'fiscal', 'adjust', 'impact', 'extra', 'operations', 'sales', 'increase', 'order', 'however', 'factor', 'concentrate', 'weakness', 'federal', 'government', 'healthcare', 'sector', 'balance', 'segment', 'report', 'solid', 'growth', 'sales', 'order', 'increase', 'prior', 'respectively']
673
673
674
674
['within', 'specialty', 'consumer', 'reportable', 'segment', 'sales', 'quarter', 'million', 'represent', 'decrease', 'quarter', 'fiscal', 'order', 'period', 'total', 'million', 'higher', 'first', 'quarter', 'exclude', 'impact', 'extra', 'segment', 'sales', 'decrease', 'prior', 'order', 'impressive', 'increase', 'order', 'activity', 'drive', 'strong', 'demand', 'geiger', 'subsidiary', 'growth', 'herman', 'miller', 'collection', 'business', 'order', 'almost', 'relative', 'fourth', 'quarter', 'fiscal', 'sales', 'decrease', 'segment', 'order', 'estimate', 'translation', 'impact', 'change', 'currency', 'exchange', 'rates', 'decrease', 'consolidate', 'sales', 'order', 'quarter', 'approximately', 'million', 'relative', 'first', 'quarter', 'result', 'general', 'strengthening', 'dollar', 'major', 'currency', 'compare']
675
675
676
676
677
677
678
678
679
679
['operate', 'earnings', 'quarter', 'million', 'sales', 'exclude', 'restructure', 'pension', 'transition', 'expense', 'recognize', 'period', 'adjust', 'operate', 'margin', 'effective', 'first', 'quarter', 'compare', 'quarter', 'finally', 'earnings', 'first', 'quarter', 'total', 'million', 'share', 'dilute', 'basis', 'exclude', 'restructure', 'pension', 'amortization', 'expense', 'recognize', 'quarter', 'adjust', 'earnings', 'share', 'total']
680
680
['update', 'balance', 'sheet']
681
681
682
682
683
683
684
684
['bylsma', 'thanks', 'indicate', 'press', 'release', 'expect', 'sales', 'second', 'quarter', 'million', 'million', 'imply', 'growth', 'relative', 'earnings', 'second', 'quarter', 'expect', 'share', 'dilute', 'basis', 'guidance', 'reflect', 'impact', 'pension', 'settlement', 'amortization', 'expense', 'quarter', 'anticipate', 'total', 'million', 'million', 'increase', 'benefit', 'settlement', 'relate', 'transition', 'strategy', 'include', 'impact', 'previously', 'mention', 'restructure', 'action', 'estimate', 'around', 'million', 'period', 'exclude', 'impact', 'pension', 'restructure', 'costs', 'adjust', 'earnings', 'share', 'quarter', 'expect', 'range', 'earnings', 'guidance', 'assume', 'effective']
685
685
686
686
687
687
688
688
689
689
['operator', 'operator', 'instructions', 'bugatch', 'raymond', 'james']
690
690
['bugatch', 'analyst', 'raymond', 'james', 'associate', 'morning', 'thank', 'taking', 'question', 'first', 'question', 'guess', 'number', 'little', 'slowly', 'quite', 'understand', 'talking', 'terms', 'growth', 'exclude', 'guess', 'federal', 'government', 'north', 'american', 'furniture', 'solution']
691
691
['brian', 'walker', 'north', 'american', 'segment', 'impact', 'healthcare', 'government', 'number', 'business', 'revenue', 'order']
692
692
['bugatch', 'helpful', 'reconciliation', 'earnings', 'million', 'million', 'simply', 'midpoint', 'reconciliation', 'correct']
693
693
694
694
['bugatch', 'going', 'account', 'going', 'gross', 'margin', 'quarter', 'going', 'somewhere']
695
695
['stutz', 'quarter']
696
696
['bugatch', 'hard', 'answer', 'look', 'beyond', 'second', 'quarter']
697
697
698
698
699
699
['stutz', 'balance', 'fiscal', 'ultimately', 'relate', 'charge', 'point', 'actually', 'finally', 'terminate', 'program', 'month', 'range', 'mention', 'likely', 'interim', 'quarter', 'somewhere', 'range', 'allude', 'second', 'quarter', 'course', 'final', 'plan', 'distribution', 'benefit', 'distribution', 'participant', 'process']
700
700
['bylsma', 'little', 'final', 'termination', 'request', 'trigger', 'point', 'review']
701
701
['bugatch', 'gross', 'margin', 'exclude', 'pension']
702
702
['bylsma']
703
703
704
704
['bylsma']
705
705
706
706
['bylsma', 'correct', 'basis', 'point', 'improvement']
707
707
['bugatch', 'cause']
708
708
709
709
['bugatch', 'price', 'increase', 'helping', 'quarter', 'quarter']
710
710
711
711
['bugatch', 'level']
712
712
['bylsma', 'usually', 'capture', 'price', 'increase']
713
713
714
714
715
715
716
716
['brian', 'walker', 'course', 'question', 'going', 'commodity', 'right', 'commodity', 'pretty', 'behave']
717
717
718
718
719
719
['bugatch', 'question', 'detail', 'impact', 'quarter', 'revenue', 'costs']
720
720
['bylsma', 'million', 'revenue']
721
721
722
722
['bylsma', 'neighborhood', 'operate', 'income']
723
723
724
724
['brian', 'walker', 'kid']
725
725
['bugatch', 'incredible', 'performance']
726
726
['brian', 'walker', 'ask', 'question', 'comment', 'stuff', 'organic', 'number', 'organic', 'essentially', 'move', 'parts', 'offset', 'effective', 'currency', 'divestiture', 'wash', 'explain', 'detail', 'press', 'release', 'mix', 'really', 'extra', 'currency', 'attention']
727
727
728
728
729
729
['schwartzman', 'analyst', 'sidoti', 'company', 'corporate', 'office', 'business', 'speak', 'little', 'deferral', 'whether', 'deferral', 'order', 'cancellation', 'quarter', 'subsequent', 'quarters']
730
730
731
731
['schwartzman', 'looking', 'another', 'anecdotal', 'evidence', 'otherwise', 'evidence', 'dealer', 'corporate', 'customer', 'maybe', 'taking', 'pause', 'election', 'reason']
732
732
['brian', 'walker', 'really', 'would', 'overall', 'noise', 'extra', 'week', 'stuff', 'things', 'relatively', 'would', 'stable', 'fourth', 'quarter', 'robust', 'growth', 'sector', 'total', 'stable', 'rocket', 'anything', 'super', 'negative', 'either']
733
733
734
734
['stutz', 'talking', 'customer', 'sector', 'among', 'vertical', 'understand', 'question']
735
735
736
736
737
737
['brian', 'walker', 'business', 'services', 'pretty', 'electronics', 'communications']
738
738
739
739
['brian', 'walker', 'funny', 'manufacturing', 'actually', 'pretty', 'pretty', 'business', 'services', 'pretty', 'decent', 'always', 'whether', 'relate', 'sector', 'relate', 'happen', 'particular', 'customer', 'large', 'volume', 'quarter', 'terms', 'order', 'shipment']
740
740
['schwartzman', 'europe', 'take', 'country', 'anything', 'terms', 'pocket', 'strength', 'weakness']
741
741
['brian', 'walker', 'think', 'note', 'course', 'continent', 'factor', 'little', 'every', 'country', 'really', 'pattern', 'although', 'generally', 'would', 'people', 'great', 'niche', 'player', 'european', 'business', 'big', 'weakness', 'think', 'relate', 'stuff', 'going', 'around', 'olympics', 'jubilee', 'general', 'tenor', 'group', 'total', 'place', 'strength', 'middle', 'africa', 'place', 'outside', 'continent', 'europe']
742
742
['schwartzman', 'lastly', 'around', 'blueprint', 'timing', 'investment', 'spending', 'balance', 'maybe', 'sequentially', 'looking', 'incremental', 'expense', 'recur', 'nature', 'expect']
743
743
744
744
['brian', 'walker', 'really', 'people', 'relate', 'going', 'relate', 'programmatic', 'expense', 'around', 'engineering', 'services', 'prototyping', 'things', 'marketing', 'program', 'expense', 'people', 'add', 'people', 'strategic', 'bringing', 'particularly', 'creative', 'sales', 'folks', 'mention', 'around', 'small', 'business', 'folks', 'three', 'quarters', 'first', 'quarter', 'little', 'ongoing', 'course', 'balance', 'programmatic', 'expense', 'three', 'quarters']
745
745
746
746
747
747
748
748
749
749
750
750
['schwartzman', 'right', 'thanks', 'regard', 'product', 'development', 'expense', 'quickly', 'oppose']
751
751
['brian', 'walker', 'right', 'frank', 'depend', 'progress', 'program', 'actually', 'quarter', 'would', 'thought', 'would', 'higher', 'first', 'quarter', 'turn', 'think', 'frank', 'think', 'estimate', 'second', 'quarter', 'third', 'fourth', 'typically', 'little', 'third', 'seasonality', 'things', 'think', 'question', 'closer', 'particularly', 'fourth', 'quarter', 'question', 'really', 'around', 'enter', 'initial', 'market', 'launch', 'things', 'marketing', 'perspective', 'think', 'second', 'quarter', 'schedule', 'track']
752
752
['schwartzman', 'thank']
753
753
['brian', 'walker', 'thanks']
754
754
755
755
['mccall', 'analyst', 'capital', 'market', 'normally', 'morning', 'everybody', 'interest', 'right', 'couple', 'question', 'guess', 'understand', 'adjustment', 'order', 'shipment', 'finally', 'understand', 'something', 'first', 'think', 'since', 'covering', 'names', 'question', 'really', 'government', 'healthcare', 'issue', 'pipeline', 'activity', 'strong', 'trend', 'awhile', 'period', 'comp', 'easy', 'therefore', 'result', 'better', 'pipeline', 'replenish', 'source', 'business']
756
756
757
757
['overall', 'would', 'government', 'fairly', 'strong', 'activity', 'government', 'years', 'healthcare', 'admin', 'realignment', 'certainly', 'help', 'government', 'catalyst', 'right', 'government', 'given', 'going', 'potential', 'change', 'administration', 'current', 'administration', 'forward', 'pressure', 'budget', 'deficit', 'reduction', 'leaf', 'expect', 'increase', 'government', 'healthcare', 'particularly', 'commercial']
758
758
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787
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795
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796
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799
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801
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806
806
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0
1
2
3
4
4
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5
5
6
7
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[]
8
9
9
['university', 'liverpool']
10
10
11
11
12
13
14
14
['terms']
15
16
17
17
18
18
19
20
21
21
22
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[]
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24
25
26
26
[]
27
27
28
29
30
30
[]
31
31
32
33
34
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36
37
38
38
39
39
40
41
42
42
43
43
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45
46
46
[]
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47
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50
50
51
52
52
['focus', 'document']
53
54
55
55
['disclosure']
56
57
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59
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61
61
62
63
63
['corporate', 'participant']
64
64
['glidden']
65
65
66
66
67
67
68
68
69
69
70
70
['company', 'finish', 'fiscal', 'ending', 'september', '1.170', 'billion', 'revenue', 'increase', 'earnings', 'margin', 'expansion', 'earnings', 'basis', 'comment', 'numbers', 'share', 'would', 'disclosure']
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71
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73
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74
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75
75
76
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77
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78
78
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84
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85
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86
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88
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91
91
92
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93
93
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94
['want', 'within', 'week', 'recall', 'brake', 'problem', 'software', 'update', 'software', 'works', 'great', 'drive', 'store', 'front', 'terrific', 'vehicle', 'software', 'update']
95
95
['difference', 'horsepower', 'engine', 'dealer', 'horsepower', 'engine', 'typically', 'software', '15,000', 'engine', 'fundamental', 'engine', 'tune', 'differently', 'base', 'software', 'software', 'customer', 'really', 'please', 'think', 'strategically', 'asset', 'market', 'leader', 'integrity', 'really', 'compel', 'story', 'position', 'competitive', 'position', 'unique', 'position', 'customer', 'competitor']
96
96
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['think', 'unique', 'position', 'today', 'approximately', 'million', 'business', 'think', 'several', 'hundred', 'million', 'years', 'important', 'product', 'strategy', 'product', 'portfolio', 'build', 'fiscal']
99
99
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100
100
['ability', 'integrate', 'service', 'information', 'failure', 'analysis', 'development', 'system', 'feeding', 'system', 'uniqueness', 'individual', 'product', 'holistic', 'integrate', 'solution', 'deliver', 'customer']
101
101
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102
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['company', 'history', 'profitability', 'revenue', 'trend', 'years', 'outlook', 'green', 'profit', 'level', 'operate', 'profit', 'deliver', 'timeframe']
103
103
104
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105
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106
106
['things', 'software', 'model', 'maintenance', 'stream', 'business', 'maintenance', 'recur', 'revenue', 'maintenance', 'stream', 'maintenance', 'approximately', 'customer', 'maintenance', 'initial', 'basis', 'annually']
107
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109
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110
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113
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114
115
115
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116
116
117
117
['question', 'answer']
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119
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120
120
121
121
122
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123
123
124
124
125
125
['create', 'value', 'enough', 'certain', 'market', 'sophisticate', 'would', 'better', 'partner']
126
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127
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129
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131
131
132
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134
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135
135
136
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137
137
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138
138
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139
139
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140
140
141
142
142
143
144
144
145
146
146
147
148
148
['publication', 'transcript']
149
150
150
151
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['right', 'reserve']
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153
153
['copyright']
154
155
155
['return']
156
157
157
['focus', 'document']
158
159
160
160
['disclosure']
161
162
162
['november', 'wednesday']
163
164
164
165
166
166
['length', 'words']
167
168
168
169
169
['kristian', 'talvitie']
170
170
['parametric', 'technology', 'corporation', 'corporate', 'communications']
171
171
['presentation']
172
172
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173
173
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174
174
175
175
['quick', 'overview', 'leading', 'provider', 'solution', 'means', 'couple', 'slide']
176
176
['found', 'today', '6,000', 'employee', '25,000', 'customer', 'end', 'fiscal', 'september', 'fiscal', 'billion', 'revenue', 'acquisition', 'operate', 'profit', 'million', 'income', 'million', 'today', 'million', 'equivalent', 'balance', 'sheet']
177
177
178
178
['serve', 'primarily', 'manufacturing', 'product', 'company', 'manufacturing', 'industry', 'follow', 'space', 'material', 'critical', 'driver', 'complexity', 'getting', 'product', 'market', 'typical', 'product', 'phone', 'laptop', 'plane', 'around', 'product', 'material']
179
179
180
180
['necessarily', 'concern', 'whether', 'phone', 'going', 'develop', 'manufacture', 'manufacture', 'really', 'determine', 'design', 'phase', 'think', 'material', 'little', 'broadly', 'product', 'today', 'mechanical', 'parts', 'design', 'tool', 'mechanical', 'design', 'tool', 'product', 'dassaults', 'catia', 'solidworks', 'product', 'product', 'contain', 'electronics']
181
181
182
182
['really', 'management', 'repository', 'mechanical', 'right', 'product', 'management', 'company', 'start', 'assimilate', 'accumulate', 'material', 'engineering', 'standpoint', 'would', 'engineering', 'material', 'develop', 'collaboration', 'technology', 'around', 'sharing', 'information', 'question', 'mechanical', 'product', 'product']
183
183
['windchill', 'solution', 'manage', 'multi', 'management', 'manage', 'competitor', 'customer', 'starting', 'solution', 'manage', 'increasingly', 'software', 'become', 'critical', 'component', 'product', 'today', 'people', 'looking', 'solution', 'manage', 'software', 'conjunction', 'physical', 'product']
184
184
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185
185
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186
186
['service', 'lifecycle', 'management', 'acquisition', 'call', 'arbortext', 'number', 'years', 'morph', 'interest', 'service', 'warranty', 'application', 'really', 'expand', 'footprint', 'innovation', 'acquire', 'product', 'years']
187
187
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188
188
['product', 'develop', 'obviously', 'transition', 'obviously', 'linkage', 'major', 'vendor', 'little', 'framework', 'complicate', 'explain', 'company', 'derive', 'value', 'solution', 'technology']
189
189
190
190
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191
191
192
192
193
193
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194
194
195
195
['model', 'perspective', 'coming', 'really', 'baseline', 'million', 'revenue', 'operate', 'margin', 'target', 'billion', 'revenue', 'operate', 'margin']
196
196
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197
197
198
198
199
199
200
200
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201
201
202
202
203
203
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204
204
205
205
206
206
['think', 'believe', 'longer', 'technology', 'continue', 'mature', 'think', 'downmarket', 'space', 'attractive', 'space', 'longer', 'actually', 'offering', 'customer', 'space', 'really', 'investment', 'behalf', 'company', 'today', 'growth', 'market', 'really', 'large', 'enterprise', 'space', 'give', 'directional', 'color', 'guess', 'thought']
207
207
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208
208
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209
209
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210
210
['business', 'however', 'license', 'revenue', 'dramatically', 'modestly', 'modestly', 'really', 'rebound', 'spending', 'think', 'driver', 'overall', 'market', 'rebound', 'think', 'seeing', 'competitor']
211
211
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212
212
213
213
['believe', 'quarter', 'tailwind', 'certainly', 'industry', 'mention', 'prepare', 'slide', 'think', 'actually', 'outpace', 'market', 'growth', 'coming', 'years', 'couple', 'point', 'reason', 'think', 'uniqueness', 'platform', 'leveraging', 'assets', 'exist', 'elsewhere', 'industry']
214
214
['question']
215
215
216
216
217
217
['unidentified', 'audience', 'member', 'separately']
218
218
['kristian', 'talvitie', 'separately', 'think', 'rough', 'order', 'magnitude', 'probably', 'large', 'participant', 'space', 'asset', 'own', 'siemens', 'think', 'close', 'second', 'third', 'probably', 'dassault', 'platform', 'call', 'teamcenter', 'call', 'windchill', 'windchill', 'dassault', 'platform', 'call', 'enovia', 'oracle', 'acquire', 'company', 'call', 'agile', 'difficult', 'information', 'agile', 'within', 'oracle', 'family', 'homegrown', 'system', 'call', 'difficult', 'really', 'would', 'think', 'fourth', 'fifth', 'oracle', 'agile', 'would', 'general', 'order']
219
219
220
220
['kristian', 'talvitie', 'business']
221
221
222
222
223
223
['think', 'question']
224
224
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225
225
226
226
['conference', 'call', 'event', 'transcript', 'base', 'company', 'projection', 'forward', 'looking', 'statement', 'regard', 'variety', 'item', 'forward', 'looking', 'statement', 'base', 'current', 'expectation', 'involve', 'risk', 'uncertainty', 'actual', 'result', 'differ', 'materially', 'state', 'forward', 'looking', 'statement', 'base', 'number', 'important', 'factor', 'risk', 'specifically', 'identify', 'company', 'recent', 'filing', 'although', 'company', 'indicate', 'believe', 'assumption', 'underlie', 'forward', 'looking', 'statement', 'reasonable', 'assumption', 'could', 'prove', 'inaccurate', 'incorrect', 'therefore', 'assurance', 'result', 'contemplate', 'forward', 'looking', 'statement', 'realize']
227
227
228
229
229
230
231
231
232
233
233
['transcript', '111611a4235222.722']
234
235
235
236
237
237
['copyright']
238
238
['right', 'reserve']
239
240
240
['copyright']
241
242
242
243
244
244
245
246
247
247
['disclosure']
248
249
249
['october', 'thursday']
250
251
251
252
253
253
254
255
255
['corporate', 'participant']
256
256
257
257
258
258
['heppelmann']
259
259
['parametric', 'technology']
260
260
['glidden']
261
261
262
262
['barry', 'cohen']
263
263
['parametric', 'technology', 'strategic', 'services', 'partner']
264
264
['conference', 'participant']
265
265
[]
266
266
267
267
268
268
269
269
270
270
['canaccord', 'genuity', 'analyst']
271
271
272
272
['battle', 'research', 'analyst']
273
273
274
274
['stifel', 'nicolaus', 'company', 'analyst']
275
275
276
276
['griffin', 'security', 'analyst']
277
277
278
278
['longbow', 'research', 'analyst']
279
279
['sterling']
280
280
['jpmorgan', 'chase', 'analyst']
281
281
282
282
283
283
['presentation']
284
284
['operator', 'morning', 'lady', 'gentleman', 'welcome', 'fourth', 'fiscal', 'result', 'conference', 'brief', 'comment', 'management', 'directly', 'question', 'answer', 'session', 'reminder', 'lady', 'gentleman', 'conference', 'record']
285
285
['would', 'introduce', 'president', 'investor', 'relations', 'please', 'ahead']
286
286
287
287
['start', 'would', 'remind', 'everybody', 'session', 'include', 'forward', 'looking', 'statement', 'regard', 'product', 'anticipate', 'future', 'operations', 'financial', 'performance', 'statement', 'base', 'current', 'assumption', 'management', 'subject', 'risk', 'uncertainty', 'could', 'cause', 'event', 'result', 'differ', 'materially']
288
288
['information', 'concern', 'risk', 'uncertainty', 'contain', 'recent', 'financial', 'measure', 'presentation', 'financial', 'measure', 'reconciliation', 'measure', 'comparable', 'measure', 'locate', 'prepare', 'remark', 'document', 'investor', 'relations', 'website']
289
289
290
290
['heppelmann', 'parametric', 'technology', 'right', 'thank', 'morning', 'everybody']
291
291
292
292
['three', 'domino', 'account', 'succeed', 'reaching', 'additionally', 'couple', 'substantial', 'deal', 'pursue', 'complete', 'actually', 'start', 'already', 'fiscal']
293
293
['post', 'overall', 'momentum', 'growth', 'rates', 'increase', 'throughout', 'leading', 'annual', 'record', 'revenue', 'growth', 'revenue', 'level', 'billion']
294
294
['earnings', 'front', 'growth', 'top', 'growth', 'meaning', 'exceed', 'growth', 'second', "andwe've", 'move', 'ahead', 'require', 'share', 'target']
295
295
296
296
['launch', 'generation', 'offering', 'call', 'product', 'growth', 'exceed', 'expectation', 'beginning', 'growth', 'attribute', 'better', 'economy', 'rebound', 'spending', 'level', 'believe', 'steady', 'state', 'technology', 'three', 'point', 'single', 'digit', 'growth', 'rates', 'forecasting', 'years', 'prior', 'advent']
297
297
['product', 'cycle', 'management', 'arena', 'launch', 'windchill', 'significant', 'major', 'release', 'become', 'flagship', 'offering', 'windchill', 'product', 'customer', 'compel', 'substantial', 'improvement', 'adoption', 'capability', 'product', 'analytics', 'quality', 'lifecycle', 'manage']
298
298
299
299
['retail', 'consumer', 'industry', 'important', 'customer', 'sear', 'ralph', 'lauren', 'espree', 'dick', 'sport', 'good', 'tommy', 'bahama', 'major', 'retailer', 'customer', 'turn', 'optimize', 'product', 'development', 'across', 'distribute', 'global', 'supply', 'chains', 'retail', 'vertical', 'continue', 'strong', 'growth', 'driver', 'think', 'supply', 'chain', 'optimization', 'solution', 'pioneer', 'retail', 'customer', 'represent', 'incremental', 'growth', 'opportunity', 'coming', 'years', 'introduce', 'capability', 'traditional', 'vertical', 'electronics', 'industrial', 'aerospace', 'automotive', 'globally', 'supply', 'chains', 'helping', 'product', 'development']
300
300
['corporate', 'development', 'front', 'sizeable', 'acquisition', 'open', 'entirely', 'growth', 'opportunity', 'helping', 'customer', 'develop', 'software', 'alongside', 'manufacture', 'product', 'typically', 'refer', 'software', 'embed', 'software', 'topic', 'amongst', 'customer', 'right', 'trend', 'product', 'development', 'industry', 'toward', 'electronics', 'software']
301
301
['integrity', 'product', 'recognize', 'leader', 'embed', 'segment', 'application', 'lifecycle', 'management', 'market', 'embed', 'segment', 'clearly', 'focus', 'strong', 'growth', 'market', 'coming', 'integration', 'proceeding', 'smoothly', 'probably', 'note', 'strong', 'result', 'first', 'quarter', 'integrity', 'sales']
302
302
['acquire', 'company', 'call', 'large', 'significant', 'strategic', 'value', 'help', 'continue', 'transform', 'arbortext', 'story', 'tactical', 'technical', 'publishing', 'capability', 'acquire', 'become', 'strategy', 'service', 'cycle', 'management', 'offering', 'market', 'segment', 'cover', 'industry', 'analyst', 'represent', 'another', 'market', 'segment', 'significantly', 'increase', 'opportunity', 'arbortext', 'offering']
303
303
['incidentally', 'service', 'information', 'system', 'implementation', 'caterpillar', 'aware', 'going', 'receive', 'substantial', 'follow', 'order', 'phase', 'deployment']
304
304
['summary', 'continue', 'strong', 'prospect', 'growth', 'really', 'upgrade', 'growth', 'product', 'introduction', 'supply', 'chain', 'opportunity', 'developing', 'nicely', 'acquire', 'growth', 'opportunity', 'transform', 'arbortext', 'strong', 'growth', 'opportunity', 'expand', 'opportunity', 'growth', 'prospect', 'strong']
305
305
['accomplish', 'transformation', 'mention', 'deliver', 'solid', 'growth', 'revenue', 'growth', 'second', 'thank', 'leadership', 'board', 'dedication', 'throughout', 'please', 'column', 'attention']
306
306
307
307
308
308
['obviously', 'expand', 'operate', 'margin', 'clear', 'continue', 'services', 'growth', 'rates', 'experience', 'really', 'right', 'organic', 'services', 'growth', 'single', 'digit', 'rely', 'partner', 'accenture', 'others', 'going', 'redouble', 'focus', 'driving', 'solution', 'fundamentally', 'require', 'services']
309
309
310
310
['incremental', 'improvement', 'services', 'margin', 'expect', 'single', 'digit', 'provide', 'additional', 'support', 'towards', 'expand', 'profitability', 'teens', 'overall', 'revenue', 'growth', 'comprise', 'profitable', 'earnings', 'growth', 'feel', 'realistic']
311
311
312
312
313
313
['course', 'economic', 'environment', 'weaken', 'drastically', 'would', 'become', 'increasingly', 'difficult', 'impossible', 'point', 'earnings', 'target', 'really', 'foresee', 'happening', 'point', 'economy', 'soften', 'substantially', 'could', 'position', 'deliver', 'earnings', 'outside', 'base', 'spending', 'hire', 'restriction', 'place', 'balance', 'upside', 'side', 'scenario', 'together', 'seem', 'appropriate', 'stick', 'middle', 'guidance', 'range', 'earnings', 'growth', 'back', 'revenue', 'growth', 'fiscal']
314
314
315
315
316
316
317
317
318
318
319
319
320
320
321
321
['balance', 'sheet', 'end', 'quarter', 'million', 'quarter', 'repurchase', 'million', 'stock', 'complete', 'acquisition', 'million', 'purchase', 'capital', 'equipment', 'million', 'million', 'credit', 'addition', 'renegotiate', 'revolve', 'credit', 'agreement', 'banks', 'extend', 'agreement', 'august', 'favorable', 'rates']
322
322
['turning', 'outlook', 'cite', 'end', 'uncertain', 'global', 'economy', 'continue', 'sales', 'capacity', 'discipline', 'broad', 'spending', 'staff', 'plan', 'drive', 'least', 'percentage', 'point', 'improvement', 'operate', 'margin', 'expect', 'approximately', 'higher', 'gross', 'margin', 'balance', 'leverage', 'operate', 'expense', 'longer', 'drive', 'operate', 'margin']
323
323
324
324
['expect', 'revenue', 'million', 'million', 'share', 'start', 'broaden', 'guidance', 'range', 'quarter', 'reflect', 'present', 'level', 'macro', 'economic', 'uncertainty']
325
325
326
326
327
327
328
328
['heppelmann', 'operator', 'question', 'please']
329
329
330
330
331
331
['analyst', 'thinkequity', 'thank', 'congratulations', 'strong', 'quarter', 'mention', 'direct', 'business', 'system', 'integrator', 'achieve', 'whether', 'additional', 'investment', 'channel', 'expect', 'accenture', 'big', 'partner', 'terms', 'resource', 'today', 'specific', 'increase', 'resource', 'contingent', 'amount', 'business', 'bring', 'them?thanks']
332
332
['heppelmann', 'morning', 'firstof', 'series', 'question', 'hopefully', 'capture', 'answer']
333
333
334
334
335
335
['respect', 'actual', 'partner', 'accenture', 'would', 'emerge', 'strong', 'partner', 'right', 'certainly', 'strong', 'partner', 'sometimes', 'geographic', 'basis', 'might', 'accenture', 'perhaps', 'industry', 'basis', 'think', 'certainly', 'starting', 'momentum', 'project', 'accenture', 'capture', 'attention', 'starting', 'double', 'investment']
336
336
337
337
['great', 'thank', 'terms', 'visibility', 'going', 'share', 'metric', 'regard', 'visibility', 'large', 'deal', 'think', 'annuity', 'customer', 'spend', 'least', 'million', 'revenue', 'represent', 'total', 'revenue', 'wonder', 'particular', 'metric', 'tracking', 'fiscal', 'expect', 'trend']
338
338
339
339
340
340
['building', 'steady', 'bedrock', 'account', 'business', 'every', 'journey', 'continuous', 'improvement', 'product', 'development', 'process']
341
341
342
342
['great', 'question', 'license', 'sequential', 'quarter', 'going', 'baseline', 'going', 'forward', 'thanks']
343
343
['glidden', 'margin', 'license', 'traditionally', 'upper', 'would', 'expect', 'would', 'continue', 'forward', 'comfortable', 'margin', 'cite', 'specific', 'comment', 'quarter', 'always', 'consistently', 'upper', 'upper']
344
344
345
345
['operator', 'question', 'come', 'hedberg', 'capital', 'market']
346
346
347
347
['heppelmann', 'morning', 'right', 'think', 'ability', 'cross', 'shell', 'greater', 'anticipate', 'little', 'effort', 'infrastructure', 'engage', 'account', 'sales', 'today', 'look', 'promise', 'think', 'acquisition', 'going', 'prove', 'extremely', 'base', 'anecdotal', 'evidence', 'revenue', 'synergy', 'point']
348
348
['matthew', 'hedberg', 'great', 'terms', 'global', 'result', 'obviously', 'strong', 'result', 'essentially', 'across', 'geography', 'currency', 'growth', 'europe', 'change', 'there?was', 'execution', 'account', 'strength']
349
349
['glidden', 'europe', 'significant', 'market', 'think', 'traditionally', 'revenue', 'focus', 'central', 'europe', 'northern', 'europe', 'large', 'install', 'particularly', 'industrial', 'sector', 'strong', 'think', 'execution', 'europe', 'think', 'great', 'customer', 'continue', 'expand', 'customer', 'customer', 'would', 'probably', 'opportunity', 'execution']
350
350
['heppelmann', 'maybe', 'little', 'color', 'think', 'scandinavia', 'incredible', 'competitive', 'years', 'really', 'cleaning', 'competitively', 'translate', 'annuity', 'account', 'revenue', 'years']
351
351
['think', 'germany', 'midsized', 'larger', 'german', 'industrial', 'company', 'german', 'automotive', 'supplier', 'forth', 'fantastic', 'business', 'think', 'economy', 'europe', 'think', 'german', 'industrial', 'company', 'poorly', 'point']
352
352
353
353
['glidden', 'think', 'reasonable', 'think', 'upside', 'base', 'activity', 'honestly', 'cautious', 'putting', 'note', 'together', 'level', 'uncertainty', 'prudent', 'broaden', 'range', 'clearly', 'driving', 'towards', 'upper', 'range', 'visibility']
354
354
355
355
356
356
357
357
358
358
['richard', 'davis', 'analyst', 'canaccord', 'genuity', 'thanks', 'question', 'growth', 'business', 'decade', 'try', 'figure', 'need', 'integration', 'history', 'rebranding', 'product', 'create', 'tip', 'point', 'seeing', 'demand', 'underserved', 'account', 'frankly', 'using', 'vendor', 'investing', 'should?and', 'gauge', 'evidence', 'burst', 'growth', 'quarters', 'becausei', 'think', 'question', 'people', 'include', 'try', 'noodle']
359
359
['heppelmann', 'richard', 'thank', 'morning']
360
360
['think', 'really', 'balance', 'combination', 'factor', 'think', 'definitely', 'situation', 'customer', 'questioning', 'commitment', 'business', 'maybe', 'making', 'investment', 'would', 'vendor', 'years', 'think', 'economy', 'cause', 'certain', 'amount', 'demand', 'especially', 'economy', 'strong', 'sector']
361
361
['think', 'customer', 'customer', 'meeting', 'right', 'blow', 'emanate', 'vision', 'leadership', 'forth', 'people', 'maybe', 'question', 'whether', 'company', 'going', 'business', 'questioning', 'whether', 'going', 'regain', 'leadership', 'business', 'really', 'excite', 'product', 'think', 'going', 'buying', 'things', 'maybe', 'table']
362
362
363
363
['think', 'economy', 'thing', 'factor', 'factor', 'getting', 'start', 'carry', 'number', 'years']
364
364
['richard', 'davis', 'quick', 'tactical', 'question', 'bounce', 'maintenance', 'guidance', 'annualized', 'maintenance', 'guidance', 'already', 'unclear', 'signing', 'sort', 'license', 'deal', 'would', 'maintenance', 'increase', 'terms', 'would', 'number', 'fast', 'straight', 'conservative']
365
365
366
366
['effect', 'means', 'another', 'significant', 'attractive', 'increase', 'maintenance', 'close', 'close', 'business', 'expect', 'continue', 'sustainable', 'growth', 'revenue', 'stream']
367
367
['richard', 'davis', 'make', 'sense', 'thanks']
368
368
369
369
['analyst', 'battle', 'research', 'morning', 'couple', 'question', 'first', 'phase', 'coming', 'close', 'could', 'little', 'expectation', 'pertain', 'license', 'sales', 'perhaps', 'second', 'question', 'supply', 'chain', 'optimization', 'product', 'selling', 'retail', 'industry', 'encounter', 'terms', 'competition']
370
370
371
371
372
372
373
373
374
375
375
['october']
376
377
377
378
379
379
['transcript', '102711a4218338.738']
380
381
381
382
383
383
['copyright']
384
384
385
386
386
387
388
388
389
390
390
391
392
393
393
394
395
395
396
397
397
['parametric', 'technology', 'conference', 'discus', 'acquisition', 'final']
398
399
399
400
401
401
402
402
403
403
['conference', 'participant']
404
404
405
405
['presentation']
406
406
['operator', 'morning', 'lady', 'gentleman', 'welcome', 'conference', 'comment', 'management', 'directly', 'brief', 'question', 'answer', 'session', 'operator', 'instructions', 'reminder', 'lady', 'gentleman', 'conference', 'record', 'would', 'introduce', 'kristian', 'talvitie', 'senior', 'president', 'financial', 'planning', 'investor', 'relations', 'please']
407
407
['kristian', 'talvitie', 'financial', 'planning', 'parametric', 'technology', 'thanks', 'morning', 'afternoon', 'everyone', 'start', 'remind', 'everybody', 'session', 'include', 'forward', 'looking', 'statement', 'regard', 'acquisition', 'potential', 'synergy', 'business', 'product', 'benefit', 'customer', 'future', 'operations', 'financial', 'performance', 'statement', 'base', 'current', 'assumption', 'management', 'subject', 'risk', 'uncertainty', 'could', 'cause', 'actual', 'event', 'result', 'differ', 'materially', 'include', 'following']
408
408
409
409
410
410
411
411
412
412
['product', 'development', 'company', 'accommodate', 'development', 'software', 'content', 'give', 'customer', 'competitive', 'advantage', 'integrity', 'product', 'coordinate', 'manage', 'activity', 'associate', 'developing', 'software', 'include', 'requirement', 'model', 'artifact', 'combining', 'going', 'build', 'deliver', 'increase', 'value', 'proposition', 'customer', 'enable', 'manage', 'hardware', 'software', 'development', 'process', 'coordinate']
413
413
414
414
['commonality', 'vertical', 'target', 'actually', 'pretty', 'strong', 'vertical', 'software', 'development', 'example', 'aerospace', 'defense', 'industrial', 'electronics', 'automotive', 'science', 'medical', 'devices', 'really', 'great', 'alignment', 'company', 'course', 'significant', 'distribution', 'capacity', 'bringing', '300-plus', 'direct', '400-plus', 'resellers', 'opportunity', 'increase', 'penetration', 'customer', 'different', 'geography', 'around', 'world', 'underrepresented', 'today', 'example', 'general', 'europe', 'certain', 'parts', 'region']
415
415
['think', 'combination', 'create', 'significant', 'opportunity', 'accelerate', 'growth', 'combine', 'entity', 'importantly', 'think', 'executive', 'talented', 'employee', 'great', 'addition', 'bring', 'expertise', 'execute', 'opportunity', 'please', 'introduce', 'michael', 'harris', 'president', 'michael', 'continue', 'responsible', 'business', 'operations', 'integrity', 'business', 'operations', 'forward', 'basis', 'remain', 'headquarters', 'business', 'operation', 'waterloo', 'canada']
416
416
417
417
418
418
419
419
['customer', 'looking', 'manage', 'multiple', 'product', 'line', 'customer', 'electronics', 'thousand', 'various', 'different', 'variant', 'product', 'base', 'different', 'software', 'variation', 'make', 'difficult', 'manage', 'product', 'bring', 'ultimately', 'integrity', 'product', 'allow', 'customer', 'adopt', 'whatever', 'software', 'process', 'software', 'design', 'construction', 'verification', 'process', 'place']
420
420
421
421
422
422
423
423
['glidden', 'parametric', 'technology', 'great', 'beautiful', 'thank', 'michael', 'glidden', 'provide', 'quick', 'overview', 'transaction', 'additional', 'background', 'comment', 'cite', 'acquiring', 'cad292.5', 'million', '303.5', 'million', 'financing', 'combination', 'credit', 'expect', 'borrow', 'approximately', 'million', 'hedging', 'transaction', 'reduce', 'currency']
424
424
['little', 'additional', 'background', 'fully', 'familiar', 'financial', 'result', 'fiscal', 'ending', 'april', 'report', 'revenue', 'million', 'operate', 'income', 'million', 'fiscal', 'ending', 'april', 'analyst', 'expect', 'revenue', 'exceed', 'million', 'operate', 'income', 'million', 'history', 'growth', 'margin', 'expansion', 'base', 'longer', 'revenue', 'growth', 'opportunity', 'create', 'combination', 'really', 'growth', 'synergy', 'market', 'sales', 'opportunity', 'synergy', 'believe', 'transaction', 'create', 'significant', 'value', 'shareholder']
425
425
['acquisition', 'expect', 'close', 'subject', 'customary', 'conditions', 'include', 'approval', 'shareholder', 'court', 'approval', 'regulatory', 'approval', 'consent', 'assume', 'close', 'third', 'quarter', 'fiscal', 'quarter', 'quarter', 'ending', 'would', 'expect', 'approximately', 'million', 'revenue', 'fiscal', 'consider', 'interest', 'expense', 'relate', 'financing', 'integration', 'costs', 'expect', 'transaction', 'neutral', 'fiscal', 'slightly', 'accretive', 'approximately', 'fiscal']
426
426
['remind', 'provide', 'today', 'guidance', 'beyond', 'update', 'later', 'short', 'order', 'meeting', 'management', 'employee', 'following', 'michael', 'folks', 'question', 'remind', 'provide', 'earnings', 'result', 'fiscal', 'second', 'fiscal', 'quarter', 'april', 'conference', 'discus', 'result', 'morning', 'april', 'excite', 'think', 'juncture', 'question']
427
427
['question', 'answer']
428
428
429
429
['macmillan', 'analyst', 'jefferies', 'company', 'thanks', 'congrats', 'first', 'windchill', 'add', 'planning', 'module', 'support', 'third', 'party', 'software', 'application', 'management', 'tool', 'try', 'understand', 'approach', 'third', 'party', 'product', 'maybe', 'customer', 'already', 'continue', 'support', 'within', 'windchill', 'offering']
430
430
['heppelmann', 'think', 'analogy', 'windchill', 'works', 'mechanical', 'system', 'course', 'mechanical', 'system', 'engineer', 'prefer', 'think', 'windchill', 'engineer', 'together', 'special', 'course', 'combination', 'hard', 'customer', 'catia', 'solidworks', 'turn', 'windchill', 'works', 'product', 'happy', 'support', 'combination']
431
431
['right', 'windchill', 'interest', 'develop', 'pretty', 'sophisticate', 'connector', 'system', 'quickly', 'bring', 'integrity', 'windchill', 'together', 'powerful', 'solution', 'going', 'hard', 'think', 'great', 'demand', 'unify', 'customer', 'product', 'source', 'product', 'somebody', 'product', 'sorena', 'whatever', 'integrate', 'would', 'mechanical', 'system']
432
432
433
433
['glidden', 'really', 'growing', 'accelerate', 'growth', 'revenue', 'story', 'revenue', 'growth', 'story', 'excite', 'management', 'expect', 'bring', 'virtually', 'employee', 'think', 'opportunity', 'expand', 'business', 'fast', 'really', 'leverage', 'sales', 'people', 'present', 'looking', 'synergy', 'integration', 'costs', 'addition', 'interest', 'think', 'success', 'payoff', 'expand', 'revenue', 'therefore', 'margin', 'value']
434
434
435
435
['macmillan', 'great', 'thank']
436
436
437
437
['analyst', 'battle', 'research', 'question', 'could', 'common', 'customer', 'maybe', 'story', 'terms', 'using', 'product', 'curious', 'thought', 'timing']
438
438
['heppelmann', 'first', 'question', 'first', 'michael', 'mention', 'major', 'european', 'automotive', 'supplier', 'continental', 'continental', 'pretty', 'significant', 'order', 'windchill', 'nearly', 'pretty', 'significant', 'order', 'integrity', 'example', 'continental', 'course', 'automotive', 'supplier', 'really', 'evolve', 'toward', 'system', 'evolve', 'toward', 'system', 'become', 'discussion', 'electronics', 'especially', 'software', 'continental', 'software', 'engineer', 'would', 'mechanical', 'electrical', 'electronic', 'example', 'collaborate', 'together', 'covering', 'software', 'covering', 'across', 'discipline', 'mechanical', 'electrical', 'software']
439
439
['couple', 'example', 'waterloo', 'company', 'make', 'blackberry', 'course', 'think', 'mechanical', 'device', 'engineer', 'formerly', 'design', 'mechanical', 'device', 'windchill', 'management', 'think', 'phone', 'software', 'furthermore', 'turn', 'software', 'different', 'software', 'configuration', 'mobile', 'sprint', 'somebody', 'different', 'software', 'configuration', 'inside', 'different', 'hardware', 'configuration', 'software', 'stack', 'layer', 'across', 'discipline', 'together', 'solve', 'whole', 'problem']
440
440
['would', 'another', 'example', 'common', 'customer', 'think', 'important', 'place', 'common', 'customer', 'today', 'distribution', 'generally', 'speaking', 'revenue', 'synergy', 'second', 'question', 'second', 'question']
441
441
['timing', 'make', 'compel', 'right']
442
442
['heppelmann', 'think', 'become', 'course', 'strategic', 'inventory', 'barry', 'cohen', 'phone', 'strategy', 'council', 'look', 'opportunity', 'front', 'really', 'conclude', 'need', 'evolve', 'thinking', 'industry', 'change', 'world', 'importance', 'mechanical', 'years', 'years', 'found', 'everything', 'mechanical', 'software', 'years', 'years', 'today', 'start', 'chance', 'software', 'terms', 'evolve', 'world', 'future', 'software', 'world', 'today', 'yesterday', 'mechanical', 'strategic', 'thinking', 'strategic', 'inventory', 'conclusion', 'need', 'deepen', 'expertise', 'particular']
443
443
444
444
['operator', 'sterling', 'jpmorgan']
445
445
446
446
['heppelmann', 'quantitative', 'front', 'public', 'company', 'available', 'qualitatively', 'speaking', 'think', 'happen', 'maybe', 'couple', 'shop', 'software', 'company', 'probably', 'large', 'extent', 'market', 'penetrate', 'think', 'interest', 'manufacturing', 'engineering', 'company', 'become', 'software', 'company', 'accident', 'starting', 'software', 'product', 'probably', 'bigger', 'growth', 'opportunity', 'cover', 'certain', 'extent', 'thing', 'really', 'interest', 'opportunity', 'within', 'within', 'manufacturing', 'reality', 'point', 'interest', 'people']
447
447
448
448
449
449
['heppelmann', 'think', 'engineering', 'responsible', 'software', 'engineering', 'electronic', 'engineering', 'mechanical', 'engineering', 'primary', 'windchill', 'target', 'customer', 'primary', 'integrity', 'target', 'customer', 'level', 'engineer', 'selling', 'mechanical', 'engineering', 'level', 'perhaps', 'integrity', 'going', 'level', 'software', 'branch', 'organization', 'come', 'together', 'engineering', 'responsible', 'inside', 'manufacturing', 'company', 'different', 'reason', 'purpose', 'developing', 'embed', 'software', 'purchase', 'engineering', 'primary', 'customer']
450
450
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532
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534
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535
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536
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537
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538
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541
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547
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553
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565
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581
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595
595
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600
600
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611
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613
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619
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621
622
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623
624
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625
626
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629
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634
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669
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672
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678
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679
680
680
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683
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693
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699
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700
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701
701
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702
702
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703
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704
704
705
705
['glidden', 'steve', 'relative', 'hyundai', 'provide', 'specific', 'revenue', 'margin', 'guidance', 'would', 'suffice', 'bake', 'forecast', 'small', 'effect', 'going', 'forward', 'dollar', 'help', 'mitigate', 'percentage', 'completion', 'uptick', 'expect', 'phase', 'phase', 'license', 'revenue', 'would', 'small', 'effect']
706
706
707
707
708
708
709
709
['heppelmann', 'think', 'definitely', 'believe', 'going', 'overall', 'think', 'license', 'growth', 'range', 'talking', 'sorry', 'upper', 'range', 'license', 'growth', 'windchill', 'scaling', 'license', 'growth', 'previous', 'attribute', 'previous', 'license', 'growth', 'economic', 'recovery', 'comp', 'previous', 'forth', 'think', 'growth', 'windchill', 'completely', 'doable', 'pipeline', 'support']
710
710
['steve', 'koenig', 'great', 'thanks', 'thanks']
711
711
712
712
['richard', 'davis', 'analyst', 'canaccord', 'genuity', 'thanks', 'question', 'talking', 'accounting', 'reckoning', 'barely', 'allocate', 'expense', 'windchill', 'somewhere', 'guess', 'breakeven', 'single', 'digit', 'operate', 'margin', 'every', 'software', 'company', 'generate', 'revenue', 'roughly', 'million', 'million', 'operate', 'margin', 'awesome', 'windchill', 'growing', 'margin', 'better', 'industry', 'average', 'think', 'could', 'awfully', 'interest', 'story']
713
713
714
714
715
715
716
716
['heppelmann', 'think', 'exactly', 'right', 'exactly', 'working', 'continue', 'eliminate', 'minimize', 'amount', 'services', 'customization', 'forth', 'never', 'going', 'impossible']
717
717
['think', 'people', 'think', 'terms', 'multiplier', 'license', 'service', 'revenue', 'multiplier', 'drop', 'dramatically', 'years', 'try', 'forward', 'basis', 'bigger', 'portion', 'services', 'services', 'economy', 'beyond', 'really', 'windchill', 'license', 'revenue', 'fast', 'maintenance', 'revenue', 'pretty', 'actually', 'throttle', 'services', 'growth', 'parts', 'throttling', 'throttle', 'demand', 'number', 'throttle', 'supply', 'third', 'party', 'ecosystem', 'increasingly', 'interest']
718
718
['benefit', 'scale', 'percent', 'revenue', 'example', 'think', 'benefit', 'leadership', 'economy', 'leadership', 'means', 'short', 'sales', 'cycle', 'higher', 'productivity', 'better', 'pricing', 'power', 'things', 'think', 'stuff', 'together', 'really', 'fixing', 'think', 'going', 'windchill', 'interest', 'going', 'forward']
719
719
['richard', 'davis', 'thanks']
720
720
721
721
722
722
['glidden', 'first', 'accounting', 'correct', 'second', 'correct', 'fund', 'exist', 'spending', 'program', 'plan', 'incremental', 'expense', 'different', 'bucket', 'record', 'services', 'lower', 'level', 'course', 'really', 'function', 'already', 'bake', 'expense', 'plan', 'therefore', 'despite', 'impact', 'comfortable', 'maintain', 'guidance', 'balance']
723
723
724
724
725
725
['macmillan', 'want', 'clear', 'point', 'contract', 'sound', 'contract', 'accounting', 'sound', 'material', 'amount', 'license', 'revenue', 'associate', 'phase', 'accounting', 'would', 'delta', 'license', 'revenue', 'take', 'first', 'quarter']
726
726
727
727
728
728
['macmillan', 'great', 'could', 'remind', 'phase', 'think', 'product', 'introduction', 'elements', 'remind', 'expect', 'elements', 'explain', 'elements', 'relate', 'exist', 'install', 'today', 'second', 'phase', 'example', 'really', 'incremental', 'functionality', 'phase', 'really', 'going', 'satisfy', 'upgrade', 'majority', 'thanks']
729
729
730
730
['macmillan', 'helpful', 'thanks']
731
731
732
732
733
733
['heppelmann', 'first', 'essentially', 'calendar', 'contract', 'contract', 'calendar', 'execute', 'wrapping', 'january', 'second', 'question', 'vertical', 'anecdotal', 'information', 'would']
734
734
735
735
736
736
['operator', 'final', 'question', 'come', 'andrew', 'kaplan', 'deutsche']
737
737
738
738
['glidden', 'speak', 'hyundai', 'program', 'phase', 'incentive', 'contract', 'clause', 'really', 'execute', 'deliver', 'expect', 'accounting', 'issue', 'phase', 'phase', 'phase', 'three', 'iceberg', 'phase', 'small', 'deployment', 'hundred', 'seats', 'windchill', 'think', 'thousand', 'seats', 'windchill', 'really', 'represent', 'opportunity', 'think', 'majority', 'opportunity', 'ahead', 'tremendous', 'upside', 'forward']
739
739
['second', 'question', 'litigation', 'behind', 'thing', 'million', 'effect', 'litigation', 'settlement', 'think', 'behind', 'thing', 'reiterate', 'expect', 'strong', 'growth', 'balance', 'fully', 'disclose', 'risk', 'litigation', 'think', 'settlement', 'terrific', 'behind', 'nothing', 'ahead']
740
740
741
741
742
742
743
743
744
744
['thomson', 'financial', 'reserves', 'right', 'change', 'document', 'content', 'information', 'without', 'obligation', 'notify', 'person', 'change']
745
745
['conference', 'call', 'event', 'transcript', 'base', 'company', 'projection', 'forward', 'looking', 'statement', 'regard', 'variety', 'item', 'forward', 'looking', 'statement', 'base', 'current', 'expectation', 'involve', 'risk', 'uncertainty', 'actual', 'result', 'differ', 'materially', 'state', 'forward', 'looking', 'statement', 'base', 'number', 'important', 'factor', 'risk', 'specifically', 'identify', 'company', 'recent', 'filing', 'although', 'company', 'indicate', 'believe', 'assumption', 'underlie', 'forward', 'looking', 'statement', 'reasonable', 'assumption', 'could', 'prove', 'inaccurate', 'incorrect', 'therefore', 'assurance', 'result', 'contemplate', 'forward', 'looking', 'statement', 'realize']
746
746
747
748
748
['march']
749
750
750
751
752
752
['transcript', '012711a3664714.714']
753
754
754
755
756
756
757
757
['right', 'reserve']
758
759
759
['copyright']
760
761
761
762
763
763
['focus', 'document']
764
765
766
766
767
768
768
769
770
770
['parametric', 'technology', 'corp.', 'needham', 'company', 'growth', 'conference', 'final']
771
772
772
773
774
774
['corporate', 'participant']
775
775
776
776
['presentation']
777
777
778
778
['glidden', 'parametric', 'technology', 'corporation', 'thank', 'delight', 'excite', 'opportunity', 'bring', 'think', 'hear', 'inch', 'boston', 'three', 'bring', 'football', 'folks', 'watch', 'sunday', 'patriot']
779
779
780
780
781
781
['going', 'really', 'couple', 'things', 'today', 'quick', 'overview', 'better', 'little', 'deep', 'customer', 'customer', 'driving', 'growth', 'product', 'leadership', 'financial', 'performance', 'company', 'longer', 'model']
782
782
783
783
784
784
785
785
['right', 'business', 'history', 'growth', 'profitability', 'significantly', 'exceed', 'billion', 'revenue', 'economy', 'downturned', 'people', 'engineering', 'team', 'engineering', 'market', 'number', 'customer', 'defer', 'purchase', 'significantly', 'decline', 'margin', 'growth', 'track']
786
786
787
787
788
788
['desktop', 'business', 'million', 'growth', 'business', 'essentially', 'several', 'years', 'think', 'program', 'growth', 'business', 'important', 'business', 'revenue', 'profitable', 'generate', 'significant', 'business', 'start', 'growing', 'strategy', 'desktop', 'business']
789
789
['business', 'growing', 'significantly', 'license', 'revenue', 'overall', 'revenue', 'growing', 'better', 'business', 'investing', 'today', 'lower', 'level', 'profitability', 'model', 'business', 'expand', 'profitability', 'really', 'fairly', 'simple', 'straightforward', 'approach', 'growth', 'engine', 'drive']
790
790
['going', 'little', 'articulate', 'really', 'elements', 'strategy', 'first', 'foremost', 'growth', 'leadership', 'really', 'relate', 'market', 'leader', 'believe', 'market', 'leader', 'strong', 'position', 'continue', 'invest', 'leaders', 'market', 'generally', 'generate', 'stay', 'power', 'pricing', 'power', 'profit', 'power', 'growth', 'leadership']
791
791
792
792
['another', 'product', 'speak', 'later', 'arbortext', 'really', 'information', 'services', 'business', 'customer', 'think', 'million', 'business', 'today', 'think', 'nicely', 'think', 'opportunity', 'significant', 'opportunity', 'exceed']
793
793
['talk', 'leadership', 'really', 'technology', 'leader', 'market', 'leader', 'various', 'segment', 'focus', 'efficiency', 'predictability', 'efficiency', 'business', 'strong', 'profitable', 'number', 'things', 'include', 'pricing', 'discount', 'market', 'leader', 'think', 'opportunity', 'command', 'premium', 'market', 'great']
794
794
['customer', 'money', 'installing', 'product', 'really', 'value', 'deliver', 'customer', 'deliver', 'value', 'shareholder']
795
795
796
796
797
797
798
798
799
799
['continue', 'think', 'important', 'continue', 'reinvest', 'business', 'growth', 'add', 'salesperson', 'example', 'add', 'sales', 'capacity', 'midway', 'continue', 'judgment', 'trade', 'attractive', 'achievable', 'sustainable']
800
800
801
801
802
802
['large', 'account', 'strong', 'business', 'think', 'really', 'business', 'recovery', 'anticipate', 'hope', 'large', 'business', 'strong']
803
803
['close', 'would', 'quarter', 'ending', 'september', 'activity', 'beginning', 'develop', 'channel', 'think', 'channel', 'business', 'small', 'medium', 'size', 'business', 'activity', 'recovery', 'quarters', 'years', 'ahead', 'would', 'expect', 'channel', 'business', 'strong', 'hopefully', 'build', 'channel', 'business']
804
804
['speaking', 'large', 'account', 'business', 'parse', 'area', 'would', 'strategic', 'account', 'instal', 'account', 'dominoes', 'target', 'account']
805
805
['goal', 'call', 'dominoes', 'would', 'billion', 'company', 'think', 'could', 'unique', 'position', 'would', 'competitive', 'would', 'close', 'least', 'within']
806
806
807
807
808
808
809
809
810
810
811
811
['retail', 'consumer', 'medical', 'devices', 'smaller', 'new', 'market', 'think', 'important', 'forward']
812
812
813
813
['success', 'means', 'production', 'typically', 'means', 'broad', 'footprint', 'license', 'additional', 'services', 'maintenance', 'start']
814
814
815
815
['software', 'model', 'largely', 'almost', 'exclusively', 'perpetual', 'license', 'model', 'software', 'model', 'maintenance', 'add', 'maintenance', 'provide', 'update', 'upgrade', 'important', 'piece']
816
816
817
817
['would', 'relatively', 'onboard', 'quarters', 'pleasant', 'surprise', 'depth', 'breadth', 'customer', 'willingness', 'nasdaq', 'investor', 'november', 'customer', 'three', 'customer', 'present', 'terrific', 'listen', 'listen', 'customer', 'think', 'would', 'excite']
818
818
819
819
['complex', 'slide', 'company', 'engineer', 'engineer', 'slide', 'together', 'fundamentally', 'think', 'system', 'product', 'windchill', 'really', 'heart', 'product', 'lifecycle', 'management', 'program', 'place', 'really', 'process', 'customer']
820
820
821
821
['building', 'product', 'think', 'system', 'front', 'system', 'probably', 'today', 'years', 'heart', 'develop', 'product']
822
822
823
823
824
824
825
825
826
826
827
827
828
828
['pretty', 'excite', 'things', 'really', 'solving', 'customer', 'problem', 'understand', 'market', 'heretofore', 'expensive', 'switch', 'vendor', 'another', 'instal', 'become', 'lock']
829
829
830
830
831
831
['different', 'product', 'basically', 'expand', 'number', 'seats', 'maybe', 'little', 'light', 'version', 'really', 'application', 'solution', 'marketing', 'need', 'services', 'really', 'starting', 'wealth', 'breadth', 'system', 'system', 'accessible', 'user', 'within', 'environment']
832
832
['talk', 'adoption', 'bring', 'competitive', 'easily', 'system', 'people', 'direct', 'modeling', 'forth', 'really', 'think', 'provide', 'tremendous', 'opportunity', 'instal', 'customer', 'importantly', 'penetrate', 'competitor', 'instal', 'customer']
833
833
834
834
835
835
836
836
837
837
838
838
839
839
840
840
['service', 'equipment', 'service', 'making', 'money', 'anybody', 'important', 'piece', 'making', 'uptime']
841
841
['terms', 'solution', 'really', 'taking', 'system', 'making', 'available', 'service', 'information', 'system']
842
842
843
843
['basis', 'provide', 'right', 'graphical', 'representation', 'disassemble', 'reassemble', 'component', 'dramatically', 'reduce', 'language', 'everyone', 'understand', 'picture', 'translate', 'documentation', 'today', 'translate', 'system', 'terrific']
844
844
845
845
['excite', 'think', 'customer', 'great', 'product', 'strategy', 'excite', 'things', 'coming', 'financial', 'finish', 'terrific', 'performance', 'earlier', '1.010', 'billion', 'fiscal']
846
846
['software', 'license', 'growth', 'software', 'represent', 'license', 'revenue', 'represent', 'business', 'expand', 'profit', 'margin', 'operate', 'margin', 'achieve', 'exceed', 'generate', 'operations', 'million', 'end', 'million']
847
847
848
848
849
849
850
850
['product', 'market', 'leverage', 'fundamentally', 'continue', 'invest', 'think', 'range', 'technology', 'company', 'today', 'think', 'quite', 'confident', 'achieve', 'operate', 'margin', 'basically', 'deliver', 'compound', 'annually', 'years']
851
851
['business', 'reporting', 'first', 'fiscal', 'quarter', 'end', 'december', 'provide', 'information', 'provide', 'earnings', 'release', 'information', 'market', 'close', 'january', 'follow', 'conference', 'january', 'think', 'thursday', 'morning', 'eight', "o'clock"]
852
852
853
853
['question', 'answer']
854
854
['unidentified', 'audience', 'member', 'accelerate', 'depreciation', 'inaudible', 'question', 'microphone', 'inaccessible', 'software', 'project', 'would', 'think', 'benefit', 'company']
855
855
856
856
857
857
['glidden', 'right']
858
858
['unidentified', 'audience', 'member', 'inaudible', 'question', 'microphone', 'inaccessible']
859
859
860
860
['pass', 'credits', 'fundamentally', 'slightly', 'favorable', 'impact', 'speak', 'later']
861
861
['guide', 'credit', 'probably', 'little', 'update', 'give', 'another', 'small', 'little', 'tailwind', 'little', 'better', 'situation', 'question']
862
862
['unidentified', 'audience', 'member', 'inaudible', 'question', 'microphone', 'inaccessible']
863
863
864
864
['think', 'least', 'business', 'performance', 'productivity', 'direct', 'large', 'customer', 'think', 'would', 'expect', 'small', 'medium', 'business', 'starting', 'reinvest', 'think', 'drive', 'economy', 'direct', 'stuff', 'drive', 'compel', 'story']
865
865
866
866
['terms', 'vertical', 'cite', 'midwest', 'blank', 'piece', 'paper', 'years', 'performance', 'midwest', 'account', 'deal', 'close', 'midwest', 'think', 'health', 'industry', 'important', 'customer', 'affect', 'overall', 'market', 'would', 'expect', 'would', 'industrial', 'sector', 'continue', 'improve', 'forward']
867
867
868
868
869
869
870
870
['think', 'early', 'stage', 'try', 'market', 'interest', 'customer', 'finding', 'opportunity', 'market', 'really', 'think', 'exist', 'today', 'saying', 'market', 'customer', 'whole', 'change', 'paradigm', 'think', 'could', 'million', 'billion', 'market']
871
871
872
872
873
873
874
874
['conference', 'call', 'event', 'transcript', 'base', 'company', 'projection', 'forward', 'looking', 'statement', 'regard', 'variety', 'item', 'forward', 'looking', 'statement', 'base', 'current', 'expectation', 'involve', 'risk', 'uncertainty', 'actual', 'result', 'differ', 'materially', 'state', 'forward', 'looking', 'statement', 'base', 'number', 'important', 'factor', 'risk', 'specifically', 'identify', 'company', 'recent', 'filing', 'although', 'company', 'indicate', 'believe', 'assumption', 'underlie', 'forward', 'looking', 'statement', 'reasonable', 'assumption', 'could', 'prove', 'inaccurate', 'incorrect', 'therefore', 'assurance', 'result', 'contemplate', 'forward', 'looking', 'statement', 'realize']
875
875
876
877
877
878
879
879
880
881
881
882
883
883
884
885
885
['copyright']
886
886
['right', 'reserve']
887
888
888
['copyright']
889
0
1
2
3
4
4
5
5
6
7
7
[]
8
9
9
10
10
11
11
12
13
14
14
['terms', 'parkway', 'property']
15
16
17
17
['source', 'disclosure']
18
18
19
20
21
21
22
22
23
23
['parkway', 'property', 'earnings', 'final', 'disclosure', 'february', 'tuesday', '10149', 'words']
24
25
26
26
27
27
['parkway', 'property', 'earnings', 'final', 'disclosure', 'october', 'friday', '10747', 'words']
28
29
30
30
[]
31
31
['parkway', 'property', 'earnings', 'final', 'disclosure', 'august', 'friday', '12486', 'words']
32
33
34
34
35
35
['parkway', 'property', 'reitweekâ', 'nareit', 'investor', 'forum', 'final', 'disclosure', 'wednesday', 'words']
36
37
38
38
39
39
['parkway', 'property', 'earnings', 'conference', 'final', 'disclosure', 'tuesday', 'words']
40
41
42
42
[]
43
43
44
45
46
46
47
47
['parkway', 'property', 'raymond', 'james', 'financial', 'institutional', 'investor', 'conference', 'final', 'disclosure', 'march', 'monday', 'words']
48
49
50
50
['return']
51
52
52
53
54
55
55
56
57
57
['february', 'tuesday']
58
59
59
60
61
61
['length', '10149', 'words']
62
63
63
['corporate', 'participant']
64
64
65
65
['parkway', 'property', 'general', 'counsel']
66
66
['heistand']
67
67
68
68
69
69
['parkway', 'property']
70
70
71
71
72
72
73
73
['parkway', 'property']
74
74
['conference', 'participant']
75
75
76
76
77
77
['jordan', 'sadler']
78
78
79
79
['jamie', 'feldman']
80
80
['merrill', 'lynch', 'analyst']
81
81
['alexander', 'goldfarb']
82
82
['sandler', "o'neill", 'partner', 'analyst']
83
83
84
84
['citigroup', 'analyst']
85
85
86
86
87
87
88
88
89
89
[]
90
90
['raymond', 'james', 'associate', 'analyst']
91
91
['presentation']
92
92
93
93
['operator', 'instructions']
94
94
95
95
96
96
97
97
['certain', 'statement', 'today', 'present', 'tense', 'discus', 'company', 'expectation', 'forward', 'looking', 'statement', 'within', 'meaning', 'federal', 'security', 'although', 'believe', 'expectation', 'reflect', 'forward', 'looking', 'statement', 'base', 'reasonable', 'assumption', 'assurance', 'expectation', 'achieve']
98
98
99
99
['heistand', 'president', 'parkway', 'property', 'thank', 'joining', 'today', 'result', 'reflect', 'execution', 'operational', 'investment', 'financing', 'strategy', 'instrumental', 'parkway', 'recent', 'success']
100
100
['first', 'regard', 'operational', 'performance', 'continue', 'expertise', 'local', 'market', 'operate', 'team', 'improve', 'economy', 'scale', 'within', 'market', 'achieve', 'record', 'lease', 'gain', 'specifically', 'lease', 'million', 'square', 'space', 'increase', 'strong', 'lease', 'activity', 'company', 'history', 'exceed', 'previous', 'record']
101
101
102
102
103
103
['result', 'operational', 'execution', 'believe', 'portfolio', 'position', 'value', 'creation', 'include', 'million', 'square', 'lease', 'activity', 'variety', 'lease', 'commencement', 'date', 'period', 'impact', 'impact', 'assume', 'guidance', 'however', 'lease', 'online', 'abatement', 'period', 'conclude', 'expect', 'lease', 'contribute', 'meaningfully', 'growth', 'beyond']
104
104
['turning', 'investment', 'strategy', 'continue', 'identify', 'acquisition', 'opportunity', 'strengthen', 'portfolio', 'favorable', 'pricing', 'investment', 'help', 'increase', 'scale', 'submarkets', 'miami', 'orlando', 'buckhead', 'atlanta', 'additionally', 'corporate', 'center', 'three', 'acquisition', 'allow', 'million', 'square', 'class', 'value', 'assets', 'amenity', 'westshore', 'submarket', 'tampa']
105
105
['result', 'strategic', 'quality', 'value', 'acquisition', 'believe', 'construct', 'attainable', 'replicate', 'recent', 'lease', 'success', 'drive', 'occupancy', 'unlock', 'value', 'process', 'integration', 'investment', 'operate', 'strategy', 'yield', 'strong', 'result']
106
106
107
107
108
108
109
109
['disposition', 'increase', 'capital', 'recycling', 'activity', 'seven', 'assets', 'total', 'million', 'highlight', 'unwind', 'austin', 'joint', 'venture', 'north', 'tryon', 'charlotte', 'clear', 'opportunity', 'capitalize', 'value', 'creation', 'monetize', 'investment', 'generate', 'outside', 'return']
110
110
['looking', 'towards', 'remain', 'commit', 'continue', 'recycle', 'capital', 'project', 'million', 'million', 'disposition', 'consist', 'recently', 'acquire', 'assets', 'believe', 'maximize', 'value', 'legacy', 'parkway', 'property', 'assets', 'third', 'remain', 'focus', 'executing', 'financial', 'strategy', 'center', 'maintain', 'conservative', 'flexible', 'balance', 'sheet']
111
111
['financing', 'highlight', 'include', 'lower', 'ebitda', 'level', 'continue', 'maintain', 'metric', 'within', 'state', 'range', 'times', 'throughout', 'amend', 'credit', 'facility', 'provide', 'greater', 'financial', 'flexibility', 'increase', 'borrowing', 'capacity']
112
112
113
113
114
114
115
115
116
116
117
117
118
118
['fourth', 'quarter', 'complete', 'total', '936,000', 'square', 'lease', 'fourth', 'quarter', 'lease', 'activity', 'complete', 'average', '32.20', 'square', 'represent', 'increase']
119
119
120
120
['continue', 'effectuate', 'healthy', 'lease', 'across', 'portfolio', 'fourth', 'quarter', 'addition', 'executing', '326,000', 'square', 'lease', 'assets', 'acquire', '43.36', 'square', 'continue', 'improve', 'store', 'portfolio']
121
121
['fourth', 'quarter', 'store', 'recur', 'increase', 'basis', 'compare', 'prior', 'basis', 'lease', 'fourth', 'quarter', 'total', '304,000', 'square', 'execute', '35.98', 'square', 'double', 'lease', 'activity', 'third', 'quarter', 'average', 'increase', 'approximately']
122
122
['lease', 'activity', 'fourth', 'quarter', 'complete', 'average', 'square', 'approximately', 'third', 'quarter', 'level', 'regard', 'renewal', 'lease', 'complete', '404,000', 'square', 'lease', 'quarter', 'average', '32.02', 'square', 'represent', 'positive', 'renewal', 'spread', 'expire', 'rental']
123
123
124
124
125
125
126
126
127
127
128
128
129
129
['additionally', 'complete', '81,000', 'square', 'renewal', 'expansion', 'lease', 'result', 'lease', 'strategic', 'lease', 'complete', 'gates', 'increase', 'weight', 'average', 'lease', 'hearst', 'tower', 'approximately', 'years', 'years', 'since', 'acquire', 'asset']
130
130
131
131
['total', 'lease', 'quarter', 'include', 'activity', 'orlando', 'assets', 'highlighting', 'contribution', 'recent', 'acquisition', 'orlando', 'center', 'millennium', 'additionally', 'subsequent', 'quarter', 'complete', '82,000', 'square', 'early', 'renewal', 'wells', 'fargo', 'orlando', 'center', 'locate', 'orlando', 'renewal', 'seven', 'years', 'initial', 'expiration', 'stabilize', 'asset']
132
132
133
133
['additionally', 'silicon', 'valley', 'sign', '50,000', 'square', 'expansion', 'lease', 'hayden', 'ferry', 'commence', 'incrementally', 'order', 'accommodate', 'expansion', 'hayden', 'ferry', 'execute', '20,000', 'square', 'lease', 'davis', 'mile', 'commence', 'point', 'customer', 'relocate', 'hayden', 'ferry', 'complete', 'hayden', 'ferry', 'property', 'lease', 'davis', 'mile', 'create', 'positive', 'market', 'compare', 'current', 'hayden', 'ferry', 'lakeside']
134
134
['turning', 'occupancy', 'exclude', 'impact', 'fourth', 'quarter', 'acquisition', 'disposition', 'activity', 'fourth', 'quarter', 'occupancy', 'portfolio', 'lease', 'represent', 'increase', 'basis', 'point', 'occupancy', 'compare', 'prior', 'quarter']
135
135
136
136
137
137
['turn', 'another', 'include', 'million', 'acquisition', 'activity', 'million', 'disposition', 'include', 'restructure', 'purchase', 'default', 'buying', 'larger', 'portfolio', 'simultaneous', 'disposition', 'assets', 'simplify', 'ownership', 'structure', 'previously', 'balance', 'sheet', 'joint', 'venture']
138
138
139
139
140
140
['furthermore', 'allow', 'assets', 'estimate', 'replacement', 'costs', 'buying', 'assets', 'believe', 'additional', 'value', 'create', 'looking', 'ahead', 'excite', 'opportunity', 'reposition', 'assets', 'unlock', 'value', 'lease', 'congress', 'plaza', 'jacinto', 'center', 'blend', 'occupancy', 'january', 'additionally', 'given', 'recent', 'delivery', 'within', 'austin', 'largely', 'absorb', 'along', 'limited', 'amount', 'large', 'block', 'contiguous', 'vacancy', 'believe', 'strong', 'position', 'lease', 'assets']
141
141
142
142
['current', 'westshore', 'portfolio', 'lease', 'submarket', 'active', 'believe', 'building', 'significantly', 'perform', 'ownership', 'structure', 'stabilize', 'normalize', 'occupancy', 'own', 'assets', 'month', 'encourage', 'initial', 'interest', 'building', 'prospective', 'tenant']
143
143
144
144
['immediately', 'following', 'corporate', 'center', 'portfolio', 'acquisition', 'complete', 'office', 'property', 'consistent', 'investment', 'strategy', 'gross', 'sales', 'price', 'million', 'corporate', 'center', 'portfolio', 'acquisition', 'exemplify', 'willingness', 'ability', 'execute', 'complex', 'transactions', 'position', 'create', 'value', 'simultaneously', 'mitigate', 'exposure']
145
145
146
146
147
147
148
148
['acquire', 'asset', 'gross', 'price', 'million', 'represent', 'imply', 'approximately', 'buckhead', 'property', 'prior', 'neighbor', 'november', 'boutique', 'building', 'locate', 'gateway', 'buckhead', 'submarket', 'provide', 'tenant', 'access', 'executive', 'housing', 'retail', 'hotel', 'amenities', 'connect', 'legacy', 'buckhead', 'assets', 'recently', 'acquire', 'value', 'property', 'forum']
149
149
150
150
['turning', 'disposition', 'december', 'complete', 'north', 'tryon', '405,000', 'square', 'asset', 'locate', 'charlotte', 'gross', 'sales', 'price', 'million', 'represent', 'imply', 'approximately', 'charlotte', 'remains', 'market', 'parkway', 'particular', 'asset', 'deem', 'appropriate', 'given', 'current', 'relative', 'value', 'project', 'return', 'profile', 'north', 'tryon', 'occupy', 'america', 'approximately', 'entire', 'building', 'significantly', 'market']
151
151
['first', 'underwrite', 'acquisition', 'north', 'tryon', 'believe', 'opportunity', 'create', 'value', 'unlock', 'positive', 'market', 'exist', 'america', 'space', 'asset', 'instead', 'believe', 'likely', 'execute', 'market', 'renewal', 'option']
152
152
153
153
154
154
155
155
156
156
['october', 'portfolio', 'tempe', 'parcel', 'zone', 'hotel', 'locate', 'alongside', 'hayden', 'ferry', 'lakeside', 'campus', 'tempe', 'submarket', 'phoenix', 'parcel', 'hotel', 'developer', 'million', 'recognize', '739,000', '222,700', 'parkway', 'share']
157
157
['asset', 'purchase', 'foreclosure', 'consolidate', 'ownership', 'hayden', 'ferry', 'lakeside', 'ultimately', 'allow', 'control', 'final', 'piece', 'generate', 'allow', 'quality', 'amenity', 'potential', 'additional', 'revenue', 'stream', 'leveraging', 'exist', 'parking', 'garage']
158
158
['finally', 'mention', 'disposition', 'environment', 'remains', 'robust', 'heading', 'expect', 'million', 'million', 'assets', 'include', 'recently', 'announce', 'asset', 'sales', 'raymond', 'james', 'tower', 'honeywell', 'building', 'believe', 'continue', 'portfolio', 'transformation', 'important']
159
159
['david', 'update', 'financial', 'result']
160
160
['david', "o'reilly", 'parkway', 'property', 'thanks', 'jason', 'complete', 'fourth', 'quarter', 'dilute', 'share', 'fourth', 'quarter', 'result', 'include', 'negative', 'impact', 'charge', 'total', 'million', 'dilute', 'share', 'fourth', 'quarter', 'incur', 'notable', 'charge', 'worth', 'discuss']
161
161
162
162
['partially', 'offset', 'nonrecurring', 'item', 'exclude', 'nonrecurring', 'item', 'fourth', 'quarter', 'recur', 'dilute', 'share', 'fourth', 'quarter', 'dilute', 'share']
163
163
164
164
['exclude', 'item', 'recur', 'dilute', 'share', 'lastly', 'dilute', 'share', 'provide', 'reconciliation', 'recur', 'income', 'supplemental', 'report']
165
165
['would', 'briefly', 'address', 'quarter', 'quarter', 'decline', 'dilute', 'share', 'result', 'number', 'large', 'strategic', 'lease', 'deal', 'incur', 'elevated', 'level', 'gross', 'capital', 'expenditure', 'relate', 'tenant', 'improvement', 'lease', 'commission', 'large', 'portion', 'increase', 'capital', 'costs', 'result', 'strategic', 'lease', 'houston', 'charlotte', 'atlanta', 'total', '562,000', 'square', 'average', 'lease', 'years']
166
166
167
167
['state', 'financing', 'strategy', 'focus', 'shifting', 'unsecured', 'capital', 'structure', 'accomplish', 'significant', 'steps', 'process', 'month']
168
168
169
169
170
170
171
171
172
172
173
173
['third', 'first', 'provide', 'recur', 'store', 'growth', 'projection', 'believe', 'speak', 'volume', 'overall', 'portfolio', 'given', 'impact', 'downtime', 'recognition', 'operate', 'expense', 'period', 'triple', 'lease', 'expect', 'occur']
174
174
175
175
176
176
['closing', 'remark']
177
177
178
178
179
179
180
180
181
181
['craig', 'melman', 'analyst', 'keybanc', 'capital', 'market', 'jordan', 'sadler', 'maybe', 'could', 'disposition', 'curious', 'million', 'million']
182
182
183
183
['david', "o'reilly", 'craig', 'jordan', 'david', 'candidly', 'specific', 'would', 'handful', 'market']
184
184
185
185
['houston', 'subject', 'market', 'change', 'giving', 'specific', 'assets', 'pricing', 'market', 'guidance', 'think', 'disservice']
186
186
187
187
188
188
189
189
['heistand', 'think', 'craig', 'first', 'question', 'number', 'already', 'market']
190
190
['craig', 'melman', 'move', 'unsecured', 'rating', 'think', 'analyst', 'talk', 'maturity', 'forward']
191
191
['curious', 'could', 'issue', 'point', 'become', 'positive', 'pulling', 'forward', 'prepayment', 'penalty']
192
192
193
193
194
194
['others', 'little', 'complicate', 'underlie', 'volatility', 'treasury', 'refinance', 'risk', 'impact', 'calculation', 'constantly']
195
195
['craig', 'melman', 'right', 'look', 'index', 'eligible', 'size', 'offering']
196
196
['david', "o'reilly", 'ideally', 'would', 'unsecured', 'something', 'regular', 'index', 'eligible', 'would', 'consistent', 'covenant', 'terms', 'would', 'first', 'issuer']
197
197
['jordan', 'sadler', 'analyst', 'keybanc', 'capital', 'market', 'jordan', 'follow', 'charlotte', 'comment', 'prepare', 'remark', 'remain', 'market', 'speak', 'experience', 'charlotte', 'merit', 'market', 'going', 'forward', 'prospect']
198
198
['jayson', 'lipsey', 'jordan', 'jayson', 'think', 'ownership', 'hearst', 'tower', 'certainly', 'nascar', 'remains', 'really', 'dynamic', 'market', 'standpoint', 'attract', 'banks', 'attract', 'banks', 'point', 'dynamic', 'energy', 'market']
199
199
200
200
201
201
['jordan', 'sadler', 'expect', 'additional', 'sales', 'remain', 'couple', 'assets']
202
202
203
203
['building', 'dynamics', 'going', 'right', 'pricing', 'jordan', 'seller', 'somebody', 'number', 'think', 'create', 'years']
204
204
205
205
206
206
['operator', 'jamie', 'feldman', 'america', 'merrill', 'lynch']
207
207
208
208
['jayson', 'lipsey', 'morning', 'first', 'jamie', 'think', 'really', 'building', 'buy', 'think', 'optimistic', 'ability', 'reposition', 'marketplace', 'significantly', 'lease', 'couple', 'years']
209
209
['think', 'take', 'ownership', 'really', 'start', 'executing', 'repositioning', 'strategy', 'think', 'expectation', 'exceed', 'terms', 'ability', 'lease', 'space', 'short', 'period', 'probably', 'generate', '100,000', 'square', 'lease', 'prospect', 'corporate', 'center', 'three']
210
210
211
211
212
212
['jamie', 'feldman', 'great', 'think', 'think', 'david', 'spend', 'talking', 'capex', 'impact', 'think', 'dividend', 'growth', 'prospect']
213
213
214
214
215
215
216
216
['think', 'appropriate', 'price', 'david', 'point', 'obviously', 'would', 'would', 'suggest', 'anything', 'think', 'company', 'potential', 'years', 'going', 'forward']
217
217
218
218
['heistand', 'speak', 'statoil', 'first', 'sublease', 'think', 'position', 'citywestplace', 'position', 'couple', 'reason']
219
219
220
220
['clearly', 'disruption', 'houston', 'month', 'uncertainty', 'around', 'energy', 'price', 'think', 'outcome', 'going', 'dramatically', 'development', 'pipeline']
221
221
222
222
['thing', 'statoil', 'couple', 'different', 'block', 'need', 'contiguous', 'perspective', 'smaller', 'block', 'really', 'directly', 'competitive', 'try', 'citywestplace', 'statoil', 'space']
223
223
['jamie', 'feldman', 'charge']
224
224
225
225
226
226
227
227
228
228
['heistand', 'generally', 'across', 'three', 'user', 'specific']
229
229
['jamie', 'feldman', 'worleyparsons', 'move', 'older', 'space']
230
230
231
231
['probably', 'terms', 'specific', 'things', 'driving', 'intuition']
232
232
233
233
234
234
235
235
236
236
['jayson', 'lipsey', 'adjust', 'range', 'announce', 'disposition']
237
237
['alexander', 'goldfarb', 'base', 'currently', 'market', 'try', 'jayson', 'another', 'million', 'lease', 'think', 'occupancy', 'range', 'think', 'range', 'provide', 'think', 'could', 'exceed']
238
238
['jayson', 'lipsey', 'going', 'comment', 'disposition', 'adjust', 'base', 'timing', 'uncertain', 'point', 'steady', 'state', 'answer', 'question', 'project', 'expect', 'another', 'million', 'square', 'lease']
239
239
['great', 'think', 'together', 'occupancy', 'guidance', 'try', 'measure', 'terms', 'likely', 'achieve', 'think']
240
240
241
241
242
242
243
243
['think', 'measure', 'approach', 'absorption', 'effectuate', 'clearly', 'would', 'outperform', 'guide', 'today']
244
244
245
245
246
246
['alexander', 'goldfarb', 'question', 'maybe', 'address', 'talk', 'nascar', 'chiquita', 'space', 'dealing', 'try', 'sublease']
247
247
['possibility', 'lease', 'space']
248
248
249
249
250
250
251
251
['alexander', 'goldfarb', 'perfect', 'thank']
252
252
['operator', 'emmanuel', 'korchman']
253
253
254
254
255
255
['david', "o'reilly", 'absolutely', 'think', 'clarify', 'little', 'manny', 'happen', 'contraction', 'always', 'contemplate', 'large', 'lease', 'deal', 'need', 'clean', 'couple', 'things', 'clean', 'lease', 'document']
256
256
257
257
['cleanup', 'amendment', 'essentially', 'effectuate', 'certainty', 'around', 'space', 'lease', 'going', 'always', 'numbers', 'projection', 'expectation', 'think', 'reason', 'change', 'footnote', 'certainty', 'clarity', 'around', 'contraction']
258
258
259
259
260
260
261
261
['reflect', 'either', 'often', 'penalty', 'associate', 'contraction', 'general', 'customer', 'flexibility']
262
262
['sometimes', 'take', 'contraction', 'option', 'essentially', 'fairly', 'compensate', 'flexibility', 'giving', 'customer']
263
263
['emmanual', 'korchman', 'right', 'disposition', 'contemplate', 'portfolio', 'sales', 'going', 'disposition']
264
264
['david', "o'reilly", 'think', 'subject', 'change', 'something', 'continue', 'evaluate', 'think', 'wholesale', 'portfolio', 'think', 'likely', 'scenario', 'individual', 'ability', 'group', 'couple', 'together', 'still', 'pricing', 'minimize', 'transaction', 'risk', 'absolutely', 'opportunity']
265
265
['emmanual', 'korchman', 'right', 'thanks']
266
266
267
267
['operator', 'brendan', 'maiorana', 'wells', 'fargo']
268
268
['brendan', 'maiorana', 'analyst', 'wells', 'fargo', 'security', 'thanks', 'morning', 'jayson', 'occupancy', 'percentage', 'point', 'clarification', 'overall', 'number', 'parkway', 'share']
269
269
['sense', 'ending', 'lease', 'percentage', 'would', 'number', 'ratably', 'occupancy', 'move', 'think', 'lease', 'outlook', 'would', 'least', 'occupy', 'spread', 'could', 'widen', 'would', 'narrow']
270
270
271
271
['generally', 'lease', 'percentage', 'track', 'occupancy', 'number', 'think', 'function', 'constant', 'deal', 'pipeline', 'always', 'always', 'terms', 'sign', 'deal', 'expectation', 'would', 'reasonable', 'assume', 'trend', 'continue']
272
272
273
273
274
274
275
275
['think', 'trend', 'continue', 'expect', 'continue', 'effectuate', 'deal', 'relate', 'ongoing', 'revenue', 'enhance', 'capital', 'within', 'portfolio', 'expect', 'remain', 'relatively', 'stable', 'couple', 'years', 'think', 'couple', 'lower', 'within', 'portfolio', 'capital', 'really', 'stabilize']
276
276
['brendan', 'maiorana', 'great', 'couple', 'cross', 'shield', 'option', 'think', 'space', 'beginning', 'january', 'think', 'month', 'notice', 'maybe', 'couple', 'month', 'sense', 'whether', 'exercise', 'option']
277
277
['jayson', 'lipsey', 'conversation', 'brendan', 'think', 'recent', 'activity', 'lease', 'expansion', 'around', 'pulte', 'lease', 'really', 'expectation', 'fully', 'utilize', 'space', 'today']
278
278
['brendan', 'maiorana', 'great', 'relate', 'statoil', 'mention', 'sublease', 'space', 'market', 'space', 'sublet', '75,000', 'square', 'getting', 'august', 'september']
279
279
['jayson', 'lipsey', '75,000', 'square', 'include', 'amount', 'list', 'sublease']
280
280
281
281
282
282
['rodgers', 'analyst', 'robert', 'baird', 'company', 'morning', 'jayson', 'start', 'regard', 'space', 'think', 'investor', 'fransen', 'highlight', 'lease', 'activity', 'houston', 'actually', 'troughed', 'earlier', 'september', 'move', 'move', 'early']
283
283
['since', 'couple', 'week', 'curious', 'block', 'demand', 'looking', 'seeing', 'people', 'want', 'space', 'tour', 'space', 'discussion', 'really', 'postpone', 'regard']
284
284
285
285
286
286
['positive', 'market', 'project', 'building', 'opportunity', 'think', 'anything', 'change', 'comment', 'certainly', 'sentiment', 'investor']
287
287
['rodgers', 'great', 'jason', 'bate', 'maybe', 'little', 'acquisition', 'seeing', 'pipeline', 'address', 'depth', 'earlier']
288
288
['might', 'underwrite', 'currently', 'value', 'looking', 'think', 'thinner', 'acquisition', 'volume', 'overall']
289
289
290
290
['looking', 'things', 'could', 'acquisition', 'probably', 'exceed', 'disposition', 'course', 'forecast']
291
291
292
292
['rodgers', 'regard', 'development', 'parts', 'looking', 'development', 'opportunity']
293
293
294
294
['heistand', 'site', 'different', 'site', 'think', 'would', 'lower', 'price', 'point', 'across', 'street', 'would', 'would', 'higher', 'price', 'point']
295
295
296
296
['point', 'rates', 'would', 'support', 'development', 'think', 'buildable', 'think', 'pretty', 'pricing', 'development', 'budget', 'together']
297
297
['concept', 'control', 'adjacent', 'cluster', 'property', 'think', 'offensive', 'defensive', 'tempe', 'could', 'location', 'would', 'consider']
298
298
299
299
['operator', 'raymond', 'james']
300
300
['analyst', 'raymond', 'james', 'associate', 'morning', 'tempe', 'stabilize', 'lease', 'stabilize', 'prospect']
301
301
['heistand', 'everything', 'think']
302
302
['guess', 'looking', 'strategy', 'longer', 'market']
303
303
304
304
['still', 'think', 'could', 'create', 'additional', 'value', 'assets', 'building', 'theory', 'finish', 'development', 'maybe', 'following', 'really', 'increase', 'rent', 'market']
305
305
['anybody', 'putting', 'significant', 'development', 'would', 'compete', 'point', 'pricing', 'come', 'level', 'justify', 'think', 'years', 'bring', 'greater', 'would', 'consider', 'selling']
306
306
['enough', 'thank']
307
307
['operator', 'thank', 'reach', 'question', 'answer', 'session', 'floor', 'management', 'closing', 'comment']
308
308
['heistand', 'close', 'comment', 'justifiably', 'question', 'around', 'houston', 'assets', 'thing', 'think', 'management', 'assemble', 'portfolio']
309
309
['try', 'assets', 'think', 'quality', 'assets', 'location', 'outperform', 'market', 'perform', 'better', 'market', 'think', 'assets', 'purchase', 'houston', 'without', 'doubt', 'outperform', 'market', 'continue']
310
310
311
311
312
312
313
313
314
314
315
315
['conference', 'call', 'event', 'transcript', 'base', 'company', 'projection', 'forward', 'looking', 'statement', 'regard', 'variety', 'item', 'forward', 'looking', 'statement', 'base', 'current', 'expectation', 'involve', 'risk', 'uncertainty', 'actual', 'result', 'differ', 'materially', 'state', 'forward', 'looking', 'statement', 'base', 'number', 'important', 'factor', 'risk', 'specifically', 'identify', 'company', 'recent', 'filing', 'although', 'company', 'indicate', 'believe', 'assumption', 'underlie', 'forward', 'looking', 'statement', 'reasonable', 'assumption', 'could', 'prove', 'inaccurate', 'incorrect', 'therefore', 'assurance', 'result', 'contemplate', 'forward', 'looking', 'statement', 'realize']
316
316
317
318
318
319
320
320
321
322
322
['transcript', '021015a5602022.722']
323
324
324
325
326
326
327
327
['right', 'reserve']
328
329
329
330
331
331
['return']
332
333
333
['document']
334
335
336
336
['disclosure']
337
338
338
339
340
340
['parkway', 'property', 'earnings', 'final']
341
342
342
['length', '10747', 'words']
343
344
344
['corporate', 'participant']
345
345
['jeremy', 'dorsett']
346
346
347
347
348
348
['parkway', 'property', 'president']
349
349
350
350
351
351
['jayson', 'lipsey']
352
352
['parkway', 'property']
353
353
354
354
355
355
['sandler', "o'neill", 'analyst']
356
356
['craig', 'mailman']
357
357
['keybanc', 'capital', 'market', 'analyst']
358
358
['jamie', 'feldman']
359
359
['america', 'merrill', 'lynch', 'analyst']
360
360
361
361
['wells', 'fargo', 'security', 'analyst']
362
362
363
363
['mizuho', 'security', 'analyst']
364
364
365
365
366
366
367
367
['stifel', 'analyst']
368
368
369
369
370
370
[]
371
371
['raymond', 'james', 'associate', 'analyst']
372
372
373
373
374
374
['jeremy', 'dorsett', 'general', 'counsel', 'parkway', 'property', 'morning', 'welcome', 'parkway', 'third', 'quarter', 'earnings', 'today', 'heistand', 'president', 'chief', 'executive', 'officer', 'david', "o'reilly", 'parkway', 'chief', 'financial', 'officer', 'jayson', 'lipsey', 'parkway', 'chief', 'operate', 'officer']
375
375
['begin', 'would', 'direct', 'website', 'download', 'third', 'quarter', 'earnings', 'press', 'release', 'supplemental', 'information', 'package', 'earnings', 'release', 'supplemental', 'package', 'include', 'reconciliation', 'measure', 'discuss', 'today', 'directly', 'comparable', 'financial', 'measure', 'certain', 'statement', 'today', 'present', 'tense', 'discus', 'company', 'expectation', 'forward', 'looking', 'statement', 'within', 'meaning', 'federal', 'security', 'although', 'belief', 'expectation', 'reflect', 'forward', 'looking', 'statement', 'base', 'reasonable', 'assumption', 'assurance', 'expectation', 'achieve', 'please', 'forward', 'looking', 'statement', 'disclaimer', 'parkway', 'third', 'quarter', 'earnings', 'press', 'release', 'factor', 'could', 'cause', 'material', 'difference', 'forward', 'looking', 'statement', 'actual', 'result']
376
376
[]
377
377
378
378
379
379
380
380
['second', 'respect', 'lease', 'operations', 'local', 'operate', 'team', 'execute', 'lease', 'strategy', 'result', 'record', 'setting', 'operational', 'performance', 'specifically', 'lease', 'total', 'million', 'square', 'strong', 'lease', 'activity', 'first', 'month', 'parkway', 'history', 'third', 'quarter', 'alone', 'lease', 'approximately', 'million', 'square', 'average', '30.27', 'square', 'high', 'company', 'history', 'increase', 'complete', '890,000', 'square', 'lease', 'assets', 'acquire', 'month', '40.67', 'square', 'represent', 'approximately', 'premium', 'place', 'rent', 'stand', 'parkway', 'overall', 'portfolio', 'third', 'quarter', 'complete', '771,000', 'square', 'renewal', 'lease', '32.46', 'square', 'represent', 'retention', 'ratio', 'positive', 'renewal', 'spread']
381
381
['third', 'quarter', 'activity', 'include', 'three', 'strategic', 'renewal', 'lease', 'nabors', 'industry', 'software', 'jpmorgan', 'help', 'stabilize', 'portfolio', 'provide', 'additional', 'opportunity', 'value', 'creation', 'store', 'recur', 'increase', 'third', 'quarter', 'respectively']
382
382
['finally', 'respect', 'balance', 'sheet', 'continue', 'maintain', 'conservative', 'balance', 'sheet', 'provide', 'flexibility', 'competitive', 'third', 'quarter', 'equity', 'allow', 'partially', 'corporate', 'center', 'portfolio', 'acquisition', 'pay', 'outstanding', 'balance', 'unsecured', 'revolve', 'credit', 'facility', 'remain', 'track', 'dispose', 'approximately', 'million', 'million', 'assets', 'sales', 'quarters', 'improve', 'leverage', 'position', 'would', 'highlight', 'considerable', 'progress', 'implement', 'sustainability', 'initiative', 'across', 'portfolio', 'summer', 'gresb', 'release', 'green', 'result', 'parkway', 'rank', 'quartile', 'category', 'ahead', 'office', 'group', 'average', 'continue', 'strive', 'towards', 'continue', 'improvement', 'result', 'reflect', 'commitment', 'corporate', 'sustainability']
383
383
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384
384
['david', 'update', 'investment', 'activity', 'quarter']
385
385
['david', "o'reilly", 'parkway', 'property', 'thank', 'acquire', 'millenia', '157,000', 'square', 'class', 'office', 'building', 'locate', 'millenia', 'submarket', 'orlando', 'acquire', 'property', 'gross', 'purchase', 'price', 'million', 'represent', 'imply', 'approximately', 'former', 'asset', 'occupy', 'october', 'acquisition', 'price', 'square', 'millenia', 'quality', 'value', 'assets', 'acquire', 'replacement']
386
386
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387
387
['september', 'reach', 'agreement', 'acquire', 'corporate', 'center', 'international', 'plaza', 'locate', 'westshore', 'submarket', 'tampa', 'three', 'assets', 'total', '974,000', 'square', 'directly', 'adjacent', 'exist', 'corporate', 'center', 'property', 'transaction', 'agree', 'acquire', 'portfolio', 'property', 'locate', 'state', 'total', 'million', 'square', 'parkway', 'gross', 'purchase', 'price', 'entire', 'portfolio', 'million', 'october', 'reach', 'agreement', 'portfolio', 'office', 'property', 'gross', 'price', 'million', 'agreement', 'prospective', 'buyer', 'post', 'million', 'earnest', 'money', 'deposit', 'expect', 'close', 'fourth', 'quarter', 'simultaneous', 'closing', 'corporate', 'center', 'acquisition']
388
388
389
389
['announce', 'yesterday', 'reach', 'agreement', 'acquire', 'buckhead', 'plaza', '462,000', 'square', 'class', 'assets', 'locate', 'buckhead', 'submarket', 'atlanta', 'assets', 'include', '36,000', 'square', 'ground', 'floor', 'retail', 'include', 'prominent', 'restaurant', 'chop', 'average', 'sales', 'excess', 'square']
390
390
['elude', 'earlier', 'buckhead', 'locate', 'gateway', 'buckhead', 'submarket', 'provide', 'tenant', 'access', 'executive', 'housing', 'retail', 'hotel', 'amenities', 'property', 'directly', 'adjacent', 'recently', 'compete', '800,000', 'square', 'billion', 'mix', 'development', 'include', '300,000', 'square', 'luxury', 'retail', '20-story', 'residential', 'tower', '125,000', 'square', 'boutique', 'office', 'space', 'lease', 'single', 'tenant', 'agree', 'acquire', 'buckhead', 'plaza', 'gross', 'price', 'million', 'represent', 'imply', 'approximately', 'assets', 'occupy', 'october']
391
391
['acquisition', 'recently', 'purchase', 'forum', 'assets', 'approximately', 'entire', 'class', 'buckhead', 'submarket', 'continue', 'command', 'high', 'rental', 'rates', 'atlanta', 'believe', 'buckhead', 'offer', 'great', 'value', 'opportunity', 'number', 'reason', 'first', 'believe', 'implementation', 'prove', 'submarket', 'lease', 'strategy', 'yield', 'positive', 'occupancy', 'gain', 'especially', 'consider', 'three', 'peachtree', 'assets', 'currently', 'lease', 'second', 'estimate', 'current', 'place', 'rent', 'buckhead', 'approximately', 'current', 'market', 'rates', 'indicate', 'considerable', 'embed', 'growth', 'additionally', 'recent', 'increase', 'demand', 'retail', 'space', 'within', 'buckhead', 'submarket', 'drive', 'rates', 'higher', 'believe', 'capitalize', 'going', 'forward', 'third', 'opportunity', 'reposition', 'assets', 'upgrade', 'lobby', 'common', 'area', 'allow', 'drive', 'office', 'retail', 'rental', 'maximize', 'retail', 'space']
392
392
['lastly', 'opportunity', 'exploit', 'synergy', 'regis', 'local', 'retailer', 'drive', 'ancillary', 'revenue', 'include', 'parking', 'host', 'buckhead', 'portfolio', 'include', 'buckhead', 'plaza', 'host', 'sandler', "o'neill", 'tuesday', 'morning', 'november', 'hopefully', 'attend', 'nareit', 'begin', 'interest', 'attending', 'please', 'reach', 'goldfarb', 'sandler', 'parkway', 'director', 'mchugh']
393
393
['turning', 'disposition', 'quarter', 'september', 'complete', 'schlumberger', 'building', '155,000', 'square', 'assets', 'houston', 'gross', 'price', 'million', 'record', 'asset', 'third', 'quarter', 'approximately', 'million']
394
394
395
395
['jayson', 'lipsey', 'parkway', 'property', 'thanks', 'david', 'continue', 'economic', 'recovery', 'throughout', 'sunbelt', 'market', 'continue', 'execution', 'operational', 'strategy', 'market', 'average', 'growth', 'approximately', 'three', 'years', 'compare', 'overall', 'growth', 'healthy', 'creation', 'reflect', 'strengthen', 'office', 'fundamentals', 'across', 'market', 'highlight', 'total', 'million', 'square', 'absorption', 'class', 'rental', 'growth', 'approximately', 'correspond', 'period', 'accord', 'costar']
396
396
['overall', 'portfolio', 'occupancy', 'third', 'quarter', 'lease', 'figure', 'reflect', 'third', 'quarter', 'acquisition', 'millenia', 'forum', 'represent', 'approximately', '380,000', 'square', 'value', 'assets', 'online', 'weight', 'average', 'occupancy']
397
397
398
398
['lease', 'third', 'quarter', 'total', '151,000', 'square', 'execute', '31.21', 'square', 'lease', 'sign', 'quarter', 'approximately', '77,000', 'square', 'complete', 'assets', 'acquire', 'month', 'average', '38.15', 'square', 'highlight', 'positive', 'impact', 'upgrade', 'portfolio', 'lease', 'economics', 'highlight', 'lease', 'activity', '32,000', 'square', 'wework', 'lease', 'american', 'center', 'austin', 'month', 'excite', 'welcome', 'wework', 'customer', 'building', 'business', 'attract', 'creative', 'class', 'technology', 'focus', 'user', 'become', 'unanimous', 'austin', 'office', 'market', 'additionally', 'lease', 'agreement', 'portion', 'wework', 'space', 'include', 'collaborative', 'space', 'ground', 'floor', 'american', 'center', 'significantly', 'upgrade', 'lobby', 'additionally', 'wework', 'lease', 'reduce', 'amount', 'capital', 'originally', 'budget', 'spend', 'lobby', 'renovation', 'assets', 'lastly', 'result', 'lease', 'american', 'lease', 'compare', 'occupy', 'purchase', 'december', 'represent', 'increase', 'approximately', 'percentage', 'point', 'strategic', 'importance', 'wework', 'lease', 'positive', 'impact', 'american', 'lobby', 'believe', 'worth', 'commit', 'capital', 'amount', '10.58', 'square', 'exclude', 'wework', 'lease', 'newly', 'lease', 'statistics', 'total', 'capital', 'lease', 'third', 'quarter', 'would', 'drop', 'square', 'trailing', 'quarter', 'average', 'lease', 'costs']
399
399
400
400
401
401
402
402
['believe', 'unlock', 'considerable', 'amount', 'embed', 'growth', 'gross', 'place', 'rent', 'vacate', 'space', 'approximately', 'square', 'current', 'market', 'rates', 'finally', 'given', 'begin', 'vacate', 'contraction', 'space', 'first', 'quarter', 'backfill', 'pending', 'vacancy', 'strategic', 'benefit', 'nabors', 'lease', 'necessary', 'commit', 'average', 'square', 'capital', 'lease', 'average', 'associate', 'renewal', 'lease', 'third', 'quarter', 'would', 'square', 'approximately', 'trailing', 'quarter', 'average']
403
403
404
404
['impact', 'recently', 'acquire', 'assets', 'continue', 'exceed', 'initial', 'expectation', 'please', 'lease', 'velocity', 'operational', 'performance', 'balance', 'portfolio', 'third', 'quarter', 'share', 'store', 'recur', 'increase', 'basis', 'compare', 'quarter', 'prior', 'basis', 'store', 'recur', 'compare', 'quarter', 'prior', 'decline', 'primarily', 'midterm', 'exist', 'lease', 'agreement', 'cross', 'shield', 'peachtree', 'atlanta', 'formally', 'know', 'capital', 'plaza']
405
405
['lastly', 'adjust', 'occupancy', 'guidance', 'result', 'recent', 'value', 'acquisition', 'range', 'include', 'impact', 'anticipate', 'fourth', 'quarter', 'close', 'corporate', 'center', 'acquisition', 'include', 'approximately', '974,000', 'square', 'assets', 'combine', 'occupancy', 'recently', 'announce', 'schlumberger', 'building', 'occupy', 'investment', 'transactions', 'reduce', 'overall', 'portfolio', 'occupancy', 'approximately', 'basis', 'point']
406
406
407
407
['david', "o'reilly", 'thank', 'jayson', 'complete', 'third', 'quarter', 'share', 'third', 'quarter', 'result', 'include', 'negative', 'impact', 'charge', 'total', 'million', 'exclude', 'nonrecurring', 'item', 'third', 'quarter', 'recur', 'share', 'quarter', 'share', 'provide', 'reconciliation', 'recur', 'income', 'supplemental', 'report']
408
408
409
409
['forma', 'proceeds', 'greenshoe', 'third', 'quarter', 'ebitda', 'would', 'approximately', 'times', 'total', 'equity', 'raise', 'generate', 'proceeds', 'approximately', '204.8', 'million', 'portion', 'previously', 'announce', 'portfolio', 'acquisition', 'assets', 'repay', 'amount', 'outstanding', 'unsecured', 'credit', 'facility']
410
410
411
411
['first', 'given', 'million', 'square', 'lease', 'velocity', 'high', 'rates', 'achieve', 'company', 'history', 'increase', 'assumption', 'recur', 'partially', 'offset', 'higher', 'anticipate', 'drive', 'acquisition', 'costs', 'continue', 'thomas', 'property', 'realignment', 'costs', 'allocation', 'personnel', 'parkway', 'third', 'party', 'management', 'company', 'increase', 'transaction', 'relate', 'recently', 'announce', 'corporate', 'center', 'acquisition', 'simultaneous', 'portfolio', 'costs', 'relate', 'bridge', 'establish', 'instance', 'buyer', 'unable', 'close', 'acquisition', 'remain', 'assets', 'revise', 'acquisition', 'expense', 'include', 'recently', 'complete', 'acquisition', 'millenia', 'forum', 'announce', 'acquisition', 'buckhead', 'plaza', 'schlumberger']
412
412
['regard', 'realignment', 'costs', 'would', 'prefer', 'already', 'incur', 'expense', 'relate', 'thomas', 'property', 'believe', 'prudent', 'ensure', 'maintain', 'necessary', 'infrastructure', 'ensure', 'seamless', 'transaction', 'public', 'entity', 'mention', 'indicate', 'guidance', 'expect', 'charge', 'significantly', 'lower', 'going', 'forward', 'addition', 'increase', 'range', 'management', 'company', 'income', 'range', 'result', 'reallocation', 'personnel', 'management', 'explain', 'number', 'employee', 'third', 'party', 'manage', 'assets', 'wholly', 'own', 'assets', 'quarter', 'complete', 'internal', 'review', 'allocation', 'employee', 'own', 'assets', 'portfolio', 'grow', 'manage', 'simultaneously', 'decrease', 'result', 'review', 'reflect', 'current', 'quarter', 'result', 'update', 'guidance', 'increase', 'forecast', 'capital', 'expenditure', 'direct', 'result', 'tremendous', 'lease', 'activity', 'jayson', 'execute', 'lastly', 'please', 'increase', 'share', 'count', 'reflect', 'million', 'share', 'offering', 'recently', 'complete', 'include', 'million', 'share', 'relate', 'execution', 'greenshoe', 'fourth', 'quarter']
413
413
414
414
415
415
416
416
['operator', 'thank', 'operator', 'instructions', 'first', 'question', 'come', 'goldfarb', 'sandler', "o'neill", 'please', 'proceed', 'question']
417
417
418
418
['heistand', 'morning']
419
419
420
420
421
421
['heistand', 'point', 'mention', 'regard', 'development', 'buckhead', 'things', 'like', 'assets', 'thought', 'important', 'downturn', 'asset', 'significantly', 'outperform', 'relative', 'competitive', 'maintain', 'tenancy', 'think', 'reason', 'relatively', 'smaller', 'tenant', 'building', 'sticky', 'average', 'building', 'years', 'tend', 'building', 'poach', 'development', 'buckhead', 'opportunity', 'market', 'development', 'think', 'maintain', 'occupancy', 'better', 'history', 'tell', 'things', 'like']
422
422
['alexander', 'goldfarb', 'second', 'question', 'acquisition', 'pretty', 'quick', 'deal', 'better', 'sense', 'deal', 'would', 'versus', 'actually', 'deal', 'select', 'number', 'deal']
423
423
['heistand', 'things', 'period', 'think', 'mention', 'target', 'building', 'going', 'ultimately', 'short', 'thomas', 'property', 'thomas', 'years', 'transaction', 'portfolio', 'contract', 'today', 'talking', 'assets', 'manager', 'years', 'particular', 'assets', 'buckhead', 'circle', 'want', 'obtain', 'awful', 'things', 'think', 'thing', 'benefit', 'looking', 'everywhere', 'respond', 'target', 'think', 'scale', 'really', 'focus', 'success', 'take', 'different', 'things', 'things', 'going', 'occur', 'front', 'ready', 'right', 'opportunity', 'advantage']
424
424
425
425
['operator', 'question', 'come', 'craig', 'mailman', 'keybanc', 'please', 'proceed', 'question']
426
426
['craig', 'mailman', 'analyst', 'keybanc', 'capital', 'market', 'morning', 'want', 'follow', 'acquisition', 'question', 'really', 'success', 'repositioning', 'portfolio', 'obviously', 'shrink', 'buy', 'assets', 'embed', 'thought', 'point', 'really', 'taking', 'acquisition', 'market', 'credit', 'value', 'embed', 'portfolio', 'maybe', 'jayson', 'chance', 'stride', 'occupancy', 'realize', 'ultimately', 'could', 'equity', 'capital', 'bring', 'leverage']
427
427
['david', "o'reilly", 'craig', 'question', 'would', 'organizationally', 'whether', 'operations', 'accounting', 'everywhere', 'capability', 'capacity', 'handle', 'integration', 'acquisition', 'bring', 'point', 'number', 'embed', 'growth', 'great', 'upside', 'assets', 'acquire', 'across', 'portfolio', 'limited', 'market', 'windows', 'opportunity', 'acquire', 'great', 'assets', 'really', 'create', 'value', 'hands', 'opportunity', 'windows', 'without', 'taking', 'advantage']
428
428
429
429
['jayson', 'lipsey', 'craig', 'thing', 'would', 'investment', 'strategy', 'aggregate', 'scale', 'performing', 'target', 'submarkets', 'scale', 'submarkets', 'really', 'operationally', 'things', 'company', 'submarkets', 'critical', 'occupancy', 'metrics', 'buy', 'building', 'drive', 'significant', 'performance', 'relative', 'submarkets', 'building', 'result', 'scale', 'submarkets']
430
430
431
431
['heistand', 'craig', 'terms', 'buckhead', 'look', 'three', 'tampa', 'assets', 'transaction', 'sufficient', 'handle', 'million', 'million', 'disposition', 'talk', 'perspective', 'situation', 'effectuate', 'transaction', 'without', 'efficiently', 'second', 'question', 'craig']
432
432
433
433
['heistand', 'assets', 'market', 'offer', 'coming', 'early', 'indication', 'close', 'calendar', 'think', 'probably', 'shortly', 'january', 'february', 'absolute', 'latest']
434
434
435
435
['heistand', 'thank']
436
436
437
437
['jamie', 'feldman', 'analyst', 'america', 'merrill', 'lynch', 'great', 'thank', 'morning']
438
438
439
439
440
440
['jayson', 'lipsey', 'tampa', 'portfolio', 'jamie', 'performing', 'lease', 'submarket', 'close', 'three', 'building', 'progress', 'although', 'laying', 'ground', 'quick', 'start', 'effort', 'stabilize', 'building', 'think', 'expect', 'couple', 'lease', 'always', 'outperform', 'think', 'realistically', 'years', 'probably', 'realistic', 'period', 'significant', 'absorption', 'gain']
441
441
442
442
443
443
444
444
445
445
['jayson', 'lipsey', 'discuss', 'halliburton', '12/31', 'expiration', 'know', 'space', 'completely', 'backfilled', 'statoil', 'discuss', 'early', 'expiration', 'southwestern', 'energy', 'little', '100,000', 'square', 'commerce', 'green', 'discuss', 'halliburton', 'statoil', 'market', 'positive', 'similar', 'dynamics', 'around', 'lease', 'continue', 'strong', 'market', 'rental', 'growth', 'specifically', 'westchase', 'submarket', 'houston', 'think', 'prospect', 'southwestern', 'energy', 'space', 'going', 'another', 'know', 'talk', 'think', 'couple', 'call', 'think', 'really', 'know', 'expiration', 'beyond', 'expiration', 'relatively']
446
446
['jamie', 'feldman', 'sound', 'still', 'feeling', 'pretty', 'houston', 'still']
447
447
448
448
['jamie', 'feldman', 'great', 'thank']
449
449
['jayson', 'lipsey', 'thank']
450
450
['operator', 'thank', 'question', 'come', 'brendan', 'maiorana', 'wells', 'fargo', 'security', 'please', 'proceed', 'question']
451
451
['brendan', 'maiorana', 'analyst', 'wells', 'fargo', 'security', 'thanks', 'morning', 'jayson', 'forget', 'answer', 'portfolio', 'ending', 'occupancy', 'target', 'total', 'share']
452
452
453
453
454
454
['jayson', 'lipsey', 'majority', 'brendan', 'halliburton', '690,000', 'halliburton', '500,000', 'midnight', 'december', 'rollout', 'january', 'think', 'dynamic']
455
455
['brendan', 'maiorana', 'stipulate', 'occupancy', 'sound', 'think', 'calculation', 'maybe', '75,000', 'square', 'remainder', 'expiration', 'think', 'actually', 'move', 'right']
456
456
['jayson', 'lipsey', 'think', 'reasonable', 'assumption']
457
457
458
458
['jayson', 'lipsey', 'interest', 'interest', 'building', 'challenge', 'lease', 'building', 'especially', 'think', 'likely', 'going', 'large', 'certainty', 'deliver', 'space', 'perspective', 'important', 'certainty', 'around', 'going', 'space', 'could', 'market', 'certain', 'deliver', 'westchase', 'continue', 'large', 'market', 'predominantly', 'company', 'several', 'large', 'user', 'market', 'think', 'reason', 'optimistic', 'think', 'prospect', 'lease', 'space', 'market', 'discuss', 'backfill', 'space', 'comfortable', 'amount', 'think', 'addition', 'things', 'restructure', 'restriction', 'termination', 'option', 'contraction', 'option', 'function', 'own', 'campus', 'positive', 'value', 'creation', 'project']
459
459
['heistand', 'think', 'brendan', 'things', 'jayson', 'getting', 'right', 'space', 'getting', 'building', 'think', 'important', 'negotiation', 'give', 'really', 'really', 'quality', 'market', 'people', 'market', 'going']
460
460
['brendan', 'maiorana', 'recall', 'development', 'adjacent', 'campus', 'lock', 'space', 'would', 'compete', 'block']
461
461
462
462
463
463
['heistand', 'doubt', 'brendan', 'pricing', 'today', 'different', 'years', 'stuff', 'whether', 'foreclosure', 'buying', 'whole', 'portfolio', 'assets', 'right', 'basis', 'become', 'challenge', 'extenuate', 'opportunity', 'right', 'return', 'profile', 'think', 'buckhead', 'enough', 'different', 'lever', 'relative', 'repositioning', 'retail', 'parking', 'think', 'repositioning', 'capital', 'going', 'building', 'generate', 'higher', 'opportunity', 'upside', 'purchase', 'opportunity', 'right', 'return']
464
464
['right', 'still', 'situation', 'unique', 'still', 'think', 'opportunity', 'beginning', 'recycle', 'capital', 'talk', 'assets', 'buy', 'couple', 'years', 'already', 'going', 'begin', 'monetize', 'would', 'maybe', 'without', 'doubt', 'difficult', 'challenge', 'little', 'creative', 'opportunity', 'things', 'still', 'think', 'opportunistic', 'continue', 'obtain']
465
465
['brendan', 'maiorana', 'think', 'portfolio', 'submarkets', 'scale', 'strategy', 'seem', 'completely', 'right', 'strategy', 'maybe', 'outside', 'miami', 'submarkets', 'sufficient', 'scale', 'today']
466
466
467
467
['brendan', 'maiorana', 'sorry', 'saying', 'miami', 'target', 'submarkets', 'operate', 'sufficient', 'scale']
468
468
['heistand', 'think', 'houston', 'building', 'want', 'aggregate', 'scale', 'beyond', 'sufficient', 'scale', 'buckhead', 'sufficient', 'scale', 'tampa', 'orlando', 'austin', 'absolutely', 'citywest', 'felipe', 'alone', 'tremendous', 'scale', 'submarkets', 'lack', 'scale', 'perhaps', 'greenway', 'plaza', 'submarket', 'houston', 'everywhere', 'feel', 'pretty', 'miami']
469
469
470
470
471
471
['heistand', 'thanks', 'brendan']
472
472
['operator', 'question', 'come', 'anderson', 'mizuho', 'security', 'please', 'proceed', 'question']
473
473
['anderson', 'analyst', 'mizuho', 'security', 'thanks', 'morning']
474
474
475
475
['anderson', 'brendan', 'stole', 'question', 'little', 'picture', 'buckhead', 'close', 'pricing', 'getting', 'point', 'could', 'sense']
476
476
['heistand', 'pricing', 'would', 'amount', 'going']
477
477
['anderson', 'point', 'years', 'think']
478
478
['heistand', 'would', 'characterize', 'timeframe', 'rent', 'market', 'something', 'think', 'think', 'upside', 'unlock', 'ancillary', 'revenue', 'amenities', 'continue', 'drive', 'ancillary', 'revenue', 'component', 'importantly', 'working', 'couple', 'plan', 'right', 'reconfigure', 'lobby', 'building', 'ferry', 'potentially', 'incremental', 'retail', 'square', 'footage', 'would', 'really', 'drive', 'return', 'higher', 'retail', 'rent', 'giving', 'buckhead', 'atlanta', 'right', 'across', 'street', 'rumor', 'rent', 'r$100', 'range', 'rent', 'numbers', 'fraction', 'create', 'value']
479
479
480
480
481
481
['anderson', 'corporate', 'center', 'subsequent', 'sales', 'plan', 'assets', 'buyer', 'chief', 'competitor', 'portfolio', 'decide', 'break', 'work']
482
482
483
483
['anderson', 'question', 'ask', 'houston', 'charlotte', 'chiquita', 'going', 'merger']
484
484
485
485
['heistand', 'pretty', 'place', 'prior', 'owner', 'place', 'market', 'substantially']
486
486
['anderson', 'chiquita', 'market', 'saying']
487
487
['heistand', 'chiquita']
488
488
489
489
['anderson', 'someone', 'banana', 'lease', 'expire']
490
490
491
491
['anderson', 'termination']
492
492
['jayson', 'lipsey']
493
493
494
494
['jayson', 'lipsey', 'problem']
495
495
496
496
497
497
498
498
499
499
500
500
['david', "o'reilly", 'remember', 'mitch', 'ownership', 'assets']
501
501
502
502
['jayson', 'lipsey', 'nabors', 'rent', 'effectively', 'commend', 'think', 'pretty', 'execution', 'given', 'theoretically', 'charge', 'little', 'premium', 'short', 'renewal', 'execute', 'renewal', 'rates', 'think', 'really', 'execution', 'francis', 'houston', 'relate', 'statoil']
503
503
['heistand', 'make', 'asset', 'marketable', 'liquid', 'result', 'lease']
504
504
505
505
506
506
['mitch', 'germain', 'month']
507
507
['jayson', 'lipsey', 'right']
508
508
509
509
['jayson', 'lipsey', 'thank']
510
510
['operator', 'question', 'come', 'guinee', 'stifel', 'please', 'proceed', 'question']
511
511
['guinee', 'analyst', 'stifel', 'first', 'jayson', 'correlation', 'costs', 'positive', 'market', 'portfolio', 'lease']
512
512
['jayson', 'lipsey', 'think', 'think', 'talk', 'prepare', 'remark', 'reason', 'elevated', 'quarter', 'really', 'three', 'lease', 'three', 'think', 'strategic', 'different', 'using', 'rates', 'think', 'team', 'really', 'pushing', 'rates', 'finding', 'execute', 'strategic', 'plan', 'relate', 'larger', 'deal', 'costs', 'think', 'example', 'already', 'discus', 'strategic', 'merit', 'relocate', 'building', 'citywestplace', 'restack', 'think', 'make', 'sense', 'world', 'create', 'value', 'report', 'report', 'extension', 'years', 'effectively', 'lease', 'structure', 'report', 'extension', 'think', 'driver', 'capital', 'look', 'elevated']
513
513
['heistand', 'think', 'listen', 'every', 'lease', 'transaction', 'basically', 'model', 'going', 'increase', 'value', 'lease', 'transaction', 'going', 'increase', 'value', 'building', 'going']
514
514
515
515
516
516
517
517
['operator', 'thank', 'operator', 'instructions', 'question', 'come', 'david', 'rogers', 'robert', 'baird', 'please', 'proceed', 'question']
518
518
519
519
['heistand', 'think', 'change', 'think', 'limit', 'potential', 'buyer', 'anymore', 'leverage', 'profile', 'change', 'leverage', 'opportunistic', 'buyer', 'still', 'compete', 'leverage', 'still', 'cheap', 'still', 'reit', 'competitive', 'compete', 'various', 'different', 'funds', 'money', 'aggressive', 'buyer', 'group', 'looking', 'stuff', 'pension', 'funds', 'space', 'strong', 'value', 'component', 'overall', 'portfolio', 'purchase', 'million', 'buyer', 'would', 'break', 'parts', 'piece', 'market', 'given', 'fundamental', 'think', 'jayson', 'spoke', 'growth', 'couple', 'years', 'exceed', 'national', 'average', 'people', 'aggressive', 'market', 'assets', 'acquire', 'worth']
520
520
521
521
522
522
['david', 'rogers']
523
523
['heistand', 'overall', 'submarket', 'remains', 'excite', 'might']
524
524
525
525
['jayson', 'lipsey', 'making', 'progress', 'nothing', 'report', 'think', 'mooney', 'really', 'fantastic', 'summertime', 'phoenix', 'happen', 'seasonally', 'every', 'commence', 'pipeline', 'really', 'fill', 'think', 'excite', 'showcase', 'going', 'investor', 'january', 'expectation', 'continue', 'lease', 'progress', 'delivery', 'still', 'prospect', 'deliver', 'close', 'building']
526
526
527
527
['david', 'rogers', 'point', 'thanks']
528
528
['operator', 'thank', 'question', 'come', 'anderson', 'mizuho', 'security', 'please', 'ahead', 'question']
529
529
['anderson', 'sorry', 'follow', 'crappy', 'market', 'property']
530
530
['jayson', 'lipsey', 'still', 'building', 'jackson']
531
531
532
532
533
533
['anderson', 'thanks']
534
534
535
535
536
536
537
537
['helpful', 'thanks']
538
538
539
539
['heistand', 'thank', 'joining', 'today', 'forward', 'seeing', 'going', 'attend', 'property', 'nareit', 'investor', 'event', 'january', 'thank', 'halloween']
540
540
541
541
542
542
543
543
['information', 'contain', 'event', 'transcript', 'textual', 'representation', 'applicable', 'company', 'conference', 'effort', 'provide', 'accurate', 'transcription', 'material', 'error', 'omission', 'inaccuracy', 'reporting', 'substance', 'conference', 'call', 'thomson', 'financial', 'applicable', 'company', 'applicable', 'company', 'assume', 'responsibility', 'investment', 'decision', 'base', 'information', 'provide', 'event', 'transcript', 'user', 'advise', 'review', 'applicable', 'company', 'conference', 'applicable', 'company', 'filing', 'making', 'investment', 'decision']
544
545
545
['november']
546
547
547
548
549
549
['transcript', '103114a5502243.743']
550
551
551
552
553
553
['copyright']
554
554
555
556
556
['copyright']
557
558
558
559
560
560
561
562
563
563
['disclosure']
564
565
565
566
567
567
['parkway', 'property', 'earnings', 'final']
568
569
569
570
571
571
572
572
['jeremy', 'dorsett']
573
573
['parkway', 'property', 'general', 'counsel']
574
574
575
575
['parkway', 'property', 'president']
576
576
['david', "o'reilly"]
577
577
['parkway', 'property']
578
578
579
579
580
580
581
581
['craig', 'melman']
582
582
['keybanc', 'capital', 'market', 'analyst']
583
583
['jamie', 'feldman']
584
584
585
585
586
586
['sandler', "o'neill", 'partner', 'analyst']
587
587
588
588
589
589
590
590
['wells', 'fargo', 'security', 'analyst']
591
591
['anderson']
592
592
593
593
['guinee']
594
594
['stifel', 'nicolaus', 'analyst']
595
595
[]
596
596
597
597
598
598
['capital', 'market', 'analyst']
599
599
600
600
601
601
['presentation']
602
602
['operator', 'morning', 'welcome', 'parkway', 'property', 'incorporate', 'second', 'quarter', 'earnings', 'conference']
603
603
['operator', 'instructions']
604
604
605
605
606
606
607
607
608
608
['certain', 'statement', 'today', 'present', 'tense', 'discus', 'company', 'expectation', 'forward', 'looking', 'statement', 'within', 'meaning', 'federal', 'security', 'although', 'company', 'belief', 'expectation', 'reflect', 'forward', 'looking', 'statement', 'base', 'reasonable', 'assumption', 'assurance', 'expectation', 'achieve', 'please', 'forward', 'looking', 'statement', 'disclaimer', 'parkway', 'second', 'quarter', 'earnings', 'press', 'release', 'factor', 'could', 'cause', 'material', 'difference', 'forward', 'looking', 'statement', 'actual', 'result']
609
609
610
610
611
611
['result', 'validate', 'investment', 'decision', 'years', 'believe', 'create', 'considerable', 'value', 'shareholder', 'process', 'improve', 'fundamentals', 'positive', 'impact', 'asset', 'value', 'important', 'highlight', 'seeing', 'meaningful', 'office', 'development', 'throughout', 'market']
612
612
['lastly', 'stress', 'number', 'occasions', 'importance', 'create', 'strong', 'regional', 'platform', 'enable', 'leverage', 'local', 'market', 'expertise', 'assemble', 'industry', 'leading', 'group', 'regional', 'operator', 'critical', 'driving', 'operational', 'excellence', 'property', 'level', 'assist', 'underwrite', 'investment', 'opportunity', 'short', 'provide', 'talented', 'operate', 'portfolio', 'class', 'assets', 'locate', 'outperform', 'submarkets', 'favorable', 'position', 'successful', 'demonstrate', 'second', 'quarter', 'result']
613
613
['operate', 'highlight', 'period', 'include', 'million', 'square', 'lease', 'lease', 'witness', 'first', 'record', 'parkway', 'history', 'second', 'quarter', 'alone', 'execute', '811,000', 'square', 'lease', '30.08', '336,000', 'square', 'lease', '31.57', 'square', 'rental', 'rates', 'never', 'achieve', 'company', 'history']
614
614
615
615
616
616
['continue', 'closely', 'monitor', 'investment', 'landscape', 'identify', 'value', 'assets', 'believe', 'acquire', 'favorable', 'pricing', 'enable', 'unlock', 'value', 'implementation', 'lease', 'strategy', 'capitalize', 'increase', 'demand', 'quality', 'office', 'assets', 'market', 'identify', 'opportunity', 'monetize', 'investment', 'delever', 'balance', 'sheet', 'potential', 'disposition', 'opportunity', 'would', 'legacy', 'property', 'recently', 'acquire', 'assets', 'maximize', 'value', 'creation', 'continue', 'scale', 'certain', 'submarket']
617
617
618
618
619
619
620
620
['april', 'complete', 'acquisition', 'orlando', 'center', 'simultaneously', 'restructure', 'exist', 'mortgage', 'asset', '356,000', 'square', 'class', 'building', 'locate', 'orlando', 'asset', 'occupy', 'expect', 'generate', 'initial', 'operate', 'income', 'yield', 'approximately']
621
621
622
622
623
623
624
624
625
625
626
626
['acquire', 'million', 'first', 'mortgage', 'secure', 'forum', 'pace', '222,000', 'square', 'class', 'office', 'building', 'locate', 'buckhead', 'submarket', 'atlanta', 'asset', 'construct', 'european', 'inspire', 'luxury', 'mix', 'development', 'northwest', 'buckhead']
627
627
628
628
['boutique', 'office', 'asset', 'increase', 'total', 'exposure', 'buckhead', 'submarket', 'approximately', 'million', 'square', 'enhance', 'opportunity', 'create', 'value', 'lease', 'buckhead', 'continue', 'strong', 'performing', 'office', 'submarkets', 'within', 'atlanta', 'highlight', 'high', 'rental', 'rates', 'market', 'approximately', '600,000', 'square', 'absorption', 'month', 'accord', 'jayson', 'lipsey', 'update', 'operations']
629
629
['jayson', 'lipsey', 'parkway', 'property', 'thanks', 'david', 'extremely', 'please', 'second', 'quarter', 'operational', 'result', 'believe', 'reflect', 'regional', 'team', 'integrating', 'recent', 'acquisition', 'leveraging', 'favorable', 'market', 'conditions', 'focusing', 'create', 'value', 'assets']
630
630
631
631
632
632
633
633
634
634
['first', 'quarters', 'lease', 'total', '231,000', 'square', 'space', 'result', '185,000', 'square', 'absorption', 'second', 'quarter', 'austin', 'portfolio', 'lease', 'approximate', 'basis', 'point', 'increase', 'overall', 'activity', 'acquisition', 'lease', 'performance', 'austin', 'portfolio', 'exceed', 'expectation', 'lease', 'velocity', 'offset', 'approximately', '145,000', 'square', 'first', 'month', 'lastly', 'current', 'market', 'austin', 'portfolio', 'positive', 'continue', 'lease', 'activity', 'expect', 'drive', 'growth', 'move', 'forward']
635
635
['second', 'building', 'highlight', 'felipe', 'plaza', 'locate', 'galleria', 'submarket', 'houston', 'complete', 'total', '110,000', 'square', 'lease', 'building', 'second', 'quarter', 'total', 'lease', 'asset', '68,000', 'square', 'renewal', 'execute', 'positive', 'renewal', 'spread', 'approximately', 'result', 'experience', 'retention', 'felipe', 'second', 'quarter', 'building', 'lease', 'increase', 'approximately', 'basis', 'point', 'compare', 'occupancy', 'acquisition', 'december']
636
636
637
637
638
638
639
639
['result', 'second', 'quarter', 'lease', 'activity', 'portfolio', 'lease', 'increase', 'basis', 'point', 'previous', 'quarter', 'second', 'quarter', '380,000', 'square', 'sign', 'lease', 'expect', 'commence', 'three', 'quarters', 'approximately', 'recently', 'acquire', 'assets', 'include', '95,000', 'square', 'felipe', 'plaza', 'houston', '38,000', 'square', 'central', 'atlanta', '34,000', 'square', 'street', 'austin']
640
640
641
641
642
642
['lastly', 'given', 'lease', 'performance', 'consider', 'lease', 'prospect', 'remainder', 'reiterate', 'occupancy', 'guidance', 'range', 'include', 'second', 'third', 'quarter', 'acquisition', 'approximately', 'million', 'square', 'value', 'assets', 'combine', 'occupancy', 'approximately', 'reduce', 'overall', 'portfolio', 'occupancy', 'approximately', 'basis', 'point']
643
643
644
644
645
645
['april', 'amend', 'exist', 'unsecured', 'credit', 'facility', 'amendment', 'increase', 'revolve', 'credit', 'facility', 'million', 'consolidate', 'exist', 'unsecured', 'loan', 'tranche', 'total', 'million', 'seven', 'tranche', 'total', 'million', 'amend', 'facility', 'agreement', 'provide', 'lower', 'pricing', 'greater', 'flexibility', 'increase', 'borrowing', 'capacity', 'result', 'improve', 'lending', 'environment', 'substantially', 'upgrade', 'portfolio', 'seven', 'tranche', 'delay', 'feature', 'end', 'borrowing', 'entire', 'million', 'april', 'purchase', 'courvoisier', 'centre']
646
646
['portion', 'proceeds', 'repay', 'first', 'mortgage', 'secure', 'america', 'center', 'orlando', 'outstanding', 'balance', 'million', 'include', 'breakage', 'second', 'quarter', 'recognize', 'extinguishment', '339,000', 'repayment', 'mortgage', 'result', 'amend', 'facility', 'several', 'change', 'outstanding', 'derivative', 'transactions', 'quarter']
647
647
['hedge', 'libor', 'borrowing', 'million', 'designate', 'swap', 'total', 'million', 'previously', 'associate', 'million', 'redesignated', 'swap', 'unspecified', 'month', 'libor', 'borrowing', 'swap', 'asset', 'value', 'approximately', 'million', 'accumulate', 'comprehensive', 'income', 'reclassify', 'interest', 'expense', 'quarter', 'result', 'redesignation']
648
648
649
649
650
650
651
651
652
652
653
653
654
654
655
655
656
656
657
657
658
658
['reducing', 'guidance', 'management', 'company', 'income', 'range', 'million', 'million', 'decrease', 'drive', 'factor', 'first', 'recently', 'third', 'party', 'management', 'contract', 'include', 'orlando', 'center', 'millenia', 'acquire', 'former', 'third', 'party', 'manage', 'assets']
659
659
660
660
['first', 'management', 'company', 'expense', 'increase', 'hire', 'employee', 'increase', 'management', 'company', 'expense', 'partially', 'offset', 'revenue', 'receive', 'austin', 'joint', 'venture', 'share', 'revenue', 'consistent', 'ownership', 'eliminate', 'financial', 'statement', 'inter', 'company', 'transaction', 'management', 'company', 'revenue', 'create', 'management', 'company']
661
661
['revenue', 'elimination', 'management', 'company', 'correspond', 'illumination', 'property', 'operate', 'expense', 'thereby', 'increase', 'austin', 'joint', 'venture', 'result', 'entry', 'impact', 'either', 'income', 'change', 'individual', 'item', 'financial', 'statement']
662
662
663
663
664
664
['conclude', 'prepare', 'remark', 'operator', 'question']
665
665
['question', 'answer']
666
666
667
667
['craig', 'melman', 'keybanc', 'capital', 'market']
668
668
['craig', 'melman', 'analyst', 'keybanc', 'capital', 'market', 'david', 'could', 'disposition', 'second', 'anything', 'point', 'starting', 'marketing', 'process']
669
669
['david', "o'reilly", 'craig', 'would', 'various', 'stage', 'along', 'always', 'announce', 'close', 'unless', 'become', 'material', 'would', 'announce', 'money', 'buyer', 'would', 'candidly', 'things', 'really', 'comfortable', 'talking', 'close', 'rather', 'publicly', 'discuss', 'anything', 'could', 'negative', 'impact', 'process']
670
670
671
671
['heistand', 'think', 'craig', 'think', 'talk', 'numerous', 'occasions', 'legacy', 'parkway', 'assets', 'talk', 'might', 'aggregate', 'maybe', 'million', 'predominance', 'number', 'would', 'assets', 'purchase', 'rates', 'anticipate', 'rates', 'would', 'significantly', 'lower', 'legacy', 'parkway', 'assets']
672
672
673
673
['proceeds', 'mention', 'little', 'difficult', 'environment', 'source', 'acquisition', 'pipeline', 'timing', 'disposition', 'likely', 'shelter', 'could', 'upside', 'pressure', 'dividend', 'thinking']
674
674
675
675
676
676
['heistand', 'think', 'craig', 'doubt', 'remark', 'market', 'get', 'tight', 'terms', 'opportunity', 'obviously', 'years', 'still', 'opportunity', 'million', 'worth', 'acquisition']
677
677
['still', 'optimistic', 'still', 'finding', 'opportunity', 'create', 'value', 'remember', 'looking', 'assets', 'going', 'worth', 'years', 'evaluate', 'gain', 'assets', 'going', 'create', 'value', 'preference', 'looking']
678
678
['craig', 'melman']
679
679
['forum', 'relationship', 'special', 'servicer', 'think', 'stabilize', 'yield']
680
680
['heistand', 'purchase', 'market', 'small', 'group', 'market', 'directly', 'special', 'servicer']
681
681
682
682
683
683
['david', "o'reilly", 'craig', 'perfect', 'example', 'local', 'intel', 'barton', 'atlanta', 'talk', 'terms', 'opportunity', 'lease', 'property', 'given', 'process', 'obviously', 'aggressive']
684
684
685
685
686
686
['operator', 'jamie', 'feldman', 'america', 'merrill', 'lynch']
687
687
688
688
689
689
690
690
['jamie', 'feldman', 'stick', 'supply', 'little', 'houston', 'seeing', 'concern', 'excess', 'supply', 'specific', 'submarkets', 'thinking', 'market']
691
691
692
692
['keeping', 'close', 'houston', 'today', 'million', 'square', 'development', 'number', 'think', 'observe', 'market', 'couple', 'things', 'level', 'comfort']
693
693
['first', 'significant', 'number', 'occupy', 'building', 'development', 'include', 'number', 'think', 'another', 'thing', 'give', 'comfort', 'entire', 'development', 'pipeline', 'already', 'lease', 'given', 'delivery', 'could', 'significantly', 'future', 'development', 'pipeline', 'think', 'confidence', 'given', 'houston', 'significant', 'continue', 'absorption', 'development', 'pipeline', 'readily', 'absorb']
694
694
['average', 'absorption', 'houston', 'basically', 'quarters', 'absorption', 'development', 'pipeline', 'right']
695
695
696
696
['example', 'project', 'getting', 'rates', 'development', 'mid-30s', 'place', 'rent', 'substantially', 'lower', 'position', 'compete', 'rates', 'development', 'money']
697
697
['jayson', 'lipsey', 'mention', 'prepare', 'remark', 'continue', 'fantastic', 'velocity', 'houston', 'terms', 'lease', 'activity', 'continue', 'rental', 'rates', 'growth', 'development', 'impact', 'continue', 'recovery', 'fundamentals', 'houston']
698
698
['jamie', 'feldman', 'finally', 'investment', 'charlotte', 'quarter', 'peer', 'buying', 'think', 'cycle', 'guess', 'necessarily', 'charlotte', 'maybe', 'region']
699
699
['money', 'finally', 'flowing', 'market', 'something', 'change', 'longer', 'southeast', 'sunbelt', 'region', 'think', 'really']
700
700
701
701
702
702
['david', "o'reilly", 'think', 'couple', 'things', 'charlotte', 'specific', 'raleigh', 'nashville', 'charlotte', 'little', 'different', 'dynamic', 'predominance', 'quality', 'assets', 'own', 'banks']
703
703
704
704
['secondly', 'dynamics', 'market', 'strong', 'recall', 'almost', 'million', 'square', 'development', 'worst', 'marketplace', 'already', 'single', 'digit', 'continue', 'growth', 'banks', 'stop', 'contractual', 'standpoint', 'beginning', 'expand', 'company', 'move', 'charlotte', 'think', 'charlotte', 'story', 'consistent', 'overall', 'strategy', 'urban', 'amenity', 'multi', 'family', 'develop', 'various', 'venue']
705
705
['believe', 'great', 'future', 'happening', 'charlotte', 'pretty', 'consistent', 'seeing', 'sunbelt', 'replace', 'assets', 'continue', 'increase', 'viability', 'charlotte']
706
706
['buy', 'hearst', 'could', 'buy', 'fifth', 'third', 'capital', 'remember', 'access', 'capital', 'market', 'get', 'investment']
707
707
708
708
709
709
['david', "o'reilly", 'think', 'fundamentals', 'improvement', 'fundamentals', 'universally', 'accept', 'think', 'still', 'suspect', 'whether', 'fundamentals', 'last', 'continue', 'absence', 'macroeconomic', 'event', 'foresee']
710
710
711
711
['operator', 'alexander', 'goldfarb', 'sandler', "o'neill"]
712
712
713
713
714
714
['alexander', 'goldfarb', 'mention', 'disposition', 'delever', 'obviously', 'asset', 'income', 'effect', 'almost', 'neutral', 'event', 'think', 'especially', 'encumber', 'asset', 'assets', 'thinking', 'unencumbered']
715
715
['better', 'sense', 'think', 'impact', 'strip', 'income', 'offset']
716
716
['david', "o'reilly", 'think', 'encumber', 'unencumbered', 'assets', 'difference', 'proceeds', 'delever', 'repay', 'whether', 'credit', 'whether', 'secure', 'rates', 'relative', 'credit', 'earnings', 'impact', 'value', 'creation']
717
717
718
718
['alexander', 'goldfarb', 'asset', 'current', 'occupancy', 'stabilize', 'assets', 'thinking', 'would', 'parkway', 'portfolio']
719
719
['david', "o'reilly", 'current', 'occupancy', 'think', 'stabilize', 'north', 'inaudible', 'three', 'years', 'stabilize', 'might', 'really', 'legacy', 'portfolio']
720
720
721
721
['david', "o'reilly", 'really', 'finishing', 'orlando', 'millenia', 'think', 'really', 'great', 'mining', 'assets']
722
722
723
723
724
724
725
725
726
726
['think', 'seeing', 'normal', 'quarter', 'variability', 'seeing', 'trend', 'capital', 'suggest', 'trend', 'upwards', 'think', 'break', 'lease', 'activity', 'specifically', 'correct', 'renewal', 'lower', 'drive', 'largely', 'renewal', 'memphis']
727
727
['deal', 'slightly', 'higher', 'really', 'drive', 'couple', 'lease', 'austin', 'specifically', 'specifically', 'space', 'require', 'slightly', 'higher', 'allowance', 'really', 'fantastic', 'rent', 'concession', 'ratio', 'basis', 'still', 'really', 'great', 'deal']
728
728
729
729
['alexander', 'goldfarb', 'thanks']
730
730
['operator', 'david', 'rodgers', 'robert', 'baird']
731
731
732
732
733
733
['jayson', 'lipsey', 'think', 'tampa', 'several', 'quarters', 'portfolio', 'tampa', 'lease', 'think', 'continue', 'really', 'strong', 'demand', 'portfolio', 'tampa', 'generally', 'market', 'dynamics', 'quarter', 'little', 'outlier', 'large', 'westshore', 'skew', 'statistics', 'little', 'general', 'portfolio', 'perform', 'tampa']
734
734
['comment', 'orlando', 'think', 'recently', 'different', 'story', 'point', 'cycle', 'seeing', 'abate', 'concession', 'rental', 'growth', 'orlando', 'encourage', 'first', 'probably', 'several', 'quarters', 'seeing', 'significant', 'increase', 'activity']
735
735
736
736
737
737
['still', 'something', 'nature', 'really', 'something', 'asset', 'positive', 'income', 'second']
738
738
739
739
['base', 'first', 'running', 'positive', 'million', 'million', 'consistent', 'guidance', 'right', 'change', 'enact', 'quarter', 'cause', 'little', 'lumpiness', 'cause', 'meaningful', 'largely', 'offset', 'numbers', 'first', 'quarter', 'would', 'expect', 'second', 'stabilize', 'consistent', 'level', 'towards', 'earnings', 'range']
740
740
['david', 'rodgers', 'helpful']
741
741
['follow', 'maybe', 'guidance', 'think', 'total', 'guidance', 'appear', 'stable', 'think', 'component', 'underline', 'provide', 'item', 'higher']
742
742
['something', 'going', 'reallocation', 'think', 'driving', 'maybe', 'would', 'number', 'least', 'appear', 'guidance']
743
743
744
744
745
745
['variability', 'really', 'meaningful', 'driving', 'change', 'management', 'company', 'guidance']
746
746
747
747
748
748
749
749
['david', 'rodgers', 'great', 'thanks']
750
750
751
751
['brendan', 'maiorana', 'analyst', 'wells', 'fargo', 'security', 'david', 'maybe', 'jayson', 'follow', 'market', 'market', 'move', 'significantly', 'think', 'quarter']
752
752
['forward', 'rayjay', 'lease', 'recall', 'rather', 'expiration', 'lease', 'commence']
753
753
754
754
755
755
756
756
['jayson', 'lipsey']
757
757
['brendan', 'maiorana', 'great']
758
758
['lease', 'remainder', 'look', 'thinking', 'correctly', '250,000', 'square', 'occupancy', 'acquisition', 'terms', 'occupancy', '300,000', 'square', 'commence', 'lease', 'commence', 'throughout', 'remainder']
759
759
['think', 'retention', 'expect', '850,000', 'square', 'expiration', 'outlook', 'lease', 'remainder']
760
760
761
761
['think', 'appropriately', 'viewing', 'expiration', 'least', 'remainder', 'think', 'anything', 'throughout', 'remainder', 'inconsistent', 'historical', 'retention', 'percentage']
762
762
['brendan', 'maiorana', 'multiple', 'speaker', 'sorry', 'ahead']
763
763
764
764
['brendan', 'maiorana', 'understand', 'nothing', 'longer', 'around', 'retention', 'pretty', 'outlook', 'expiration']
765
765
['heistand', 'think', 'reasonable', 'assumption', 'brendan', 'expire', 'throughout', 'balance']
766
766
767
767
['brendan', 'maiorana']
768
768
769
769
770
770
771
771
772
772
773
773
['heistand', 'minute', 'buckhead', 'brendan']
774
774
775
775
776
776
777
777
['brendan', 'maiorana', 'basis', 'going', 'obviously', 'around', 'think', 'ultimately', 'stabilize', 'asset', 'think', 'dollar', 'whatnot']
778
778
['heistand', 'looking', 'rental', 'rates', 'building', 'think', 'opportunity', 'stabilize', 'higher', 'number', 'would', 'assets', 'recently', 'trade', 'buckhead', 'given', 'rental', 'rates', 'close', 'terms', 'stabilization']
779
779
780
780
781
781
['heistand', 'millenia', 'building', 'somewhat', 'niche', 'submarket', 'probably', 'aggregate', '600,000', 'square', 'submarket']
782
782
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783
783
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784
784
['characteristic', 'looking', 'remain', 'whether', 'aggregate', 'scale']
785
785
786
786
['operator', 'anderson', 'mizuho', 'security']
787
787
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788
788
['difference', 'own', 'asset', 'works', 'own', 'asset', 'works', 'parkway', 'think', 'factor']
789
789
790
790
791
791
792
792
793
793
['backdrop']
794
794
795
795
['heistand', 'exit', 'market']
796
796
797
797
798
798
['heistand', 'things', 'would', 'given', 'return', 'profile', 'buy', 'going', 'exceed', 'expectation', 'quick', 'people', 'comment', 'years', 'consider', 'case', 'particularly', 'point', 'aggregate', 'scale', 'think', 'really', 'drive', 'retention', 'keep', 'costs', 'could', 'three', 'years', 'holding', 'going', 'modify']
799
799
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800
800
801
801
802
802
803
803
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804
804
805
805
806
806
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807
807
808
808
809
809
810
810
['david', "o'reilly", 'provide', 'guidance', 'think', 'piece', 'item']
811
811
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812
812
['extent', 'could', 'little', 'pressure', 'quarter', 'second', 'truly', 'result', 'great', 'filling', 'portfolio', 'great', 'effective', 'rates']
813
813
['anderson', 'three', 'steps', 'forward', 'thing']
814
814
815
815
['anderson', 'appreciate', 'thanks']
816
816
['operator', 'guinee', 'stifel']
817
817
818
818
819
819
820
820
['guinee', 'rogers', 'ask', 'question', 'answer', 'clarify']
821
821
822
822
['david', "o'reilly", 'parkway', 'share', 'expense']
823
823
['guinee', 'thank']
824
824
825
825
826
826
['operator', 'raymond', 'james', 'associate']
827
827
828
828
829
829
['heistand', 'portfolio', 'restructure', 'still', 'never', 'never', 'special', 'servicing', 'oversight']
830
830
831
831
['enough', 'think', 'host', 'event', 'miami', 'indicate', 'critical', 'would', 'something', 'million', 'square', 'seem', 'going', 'challenge', 'given', 'pricing']
832
832
['market', 'might', 'create', 'value', 'quickly', 'would', 'consider', 'putting', 'disposition', 'market', 'think', 'enough', 'opportunity', 'continue']
833
833
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834
834
835
835
['heistand', 'sorry', 'thought', 'talking', 'millenia', 'building']
836
836
['shift', 'miami', 'critical', 'sorry']
837
837
838
838
839
839
840
840
841
841
842
842
['thanks']
843
843
844
844
845
845
846
846
847
847
['pipeline', 'still', 'remains', 'think', 'getting', 'close', 'couple', 'smaller', 'deal', 'continue', 'operate', 'little', 'challenge', 'submarket', 'houston', 'market', 'pipeline', 'remains', 'confidence', 'ultimately', 'lease', 'space']
848
848
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849
849
['michael', 'salinsky', 'additional', 'opportunity', 'portfolio', 'right']
850
850
851
851
852
852
853
853
854
854
['michael', 'salinsky', 'helpful', 'second', 'question', 'talk', 'houston', 'supply', 'picture', 'talk', 'improvement', 'tampa', 'orlando', 'sense', 'austin', 'supply', 'compete', 'lease', 'strategy']
855
855
856
856
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857
857
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858
858
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859
859
['michael', 'salinsky', 'encourage', 'thank']
860
860
['operator', 'emmanuel', 'korchman', 'citigroup']
861
861
['emmanuel', 'korchman', 'analyst', 'citigroup', 'going', 'comment', 'strength', 'sunbelt', 'market', 'relocation', 'company']
862
862
863
863
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864
864
865
865
866
866
['emmanuel', 'korchman', 'thank']
867
867
['operator', 'thank', 'floor', 'management', 'additional', 'closing', 'comment']
868
868
869
869
870
870
['thomson', 'financial', 'reserves', 'right', 'change', 'document', 'content', 'information', 'without', 'obligation', 'notify', 'person', 'change']
871
871
872
872
['information', 'contain', 'event', 'transcript', 'textual', 'representation', 'applicable', 'company', 'conference', 'effort', 'provide', 'accurate', 'transcription', 'material', 'error', 'omission', 'inaccuracy', 'reporting', 'substance', 'conference', 'call', 'thomson', 'financial', 'applicable', 'company', 'applicable', 'company', 'assume', 'responsibility', 'investment', 'decision', 'base', 'information', 'provide', 'event', 'transcript', 'user', 'advise', 'review', 'applicable', 'company', 'conference', 'applicable', 'company', 'filing', 'making', 'investment', 'decision']
873
874
874
875
876
876
877
878
878
879
880
880
['publication', 'transcript']
881
882
882
883
883
884
885
885
886
887
887
['return']
888
889
889
['document']
890
891
892
892
893
894
894
['wednesday']
895
896
896
897
898
898
['length', 'words']
899
900
900
['corporate', 'participant']
901
901
['david', "o'reilly"]
902
902
['parkway', 'property']
903
903
904
904
['parkway', 'property']
905
905
['conference', 'participant']
906
906
907
907
908
908
909
909
['editor', 'presentation']
910
910
['goldfarb', 'analyst', 'sandler', "o'neill", 'great', 'morning', 'welcome', 'today', 'nareit', 'goldfarb', 'senior', 'analyst', 'sandler', "o'neill", 'morning', 'parkway', 'company', 'jayson', 'lipsey', 'david', "o'reilly", 'david', 'jayson', 'brief', 'overview', 'question', 'certainly', 'question', 'audience', 'welcome', 'indicate', 'either', 'shout', 'david']
911
911
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912
912
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913
913
914
914
['years', 'management', 'place', 'execute', 'strategy', 'acquire', 'billion', 'assets', 'within', 'select', 'submarkets', 'criterion', 'spoke', 'great', 'excuse', 'today', 'starting', 'tremendous', 'result', 'result', 'implementation', 'strategy', 'occupancy', 'period', 'weight', 'average', 'gross', 'rent', 'square', '22.25', '28.18', 'period', 'maintain', 'similar', 'tight', 'concession', 'ratio', 'drive', 'bottom', 'translate', 'increase', 'dividend', 'since', 'little', 'years']
915
915
916
916
917
917
918
918
919
919
['question', 'answer']
920
920
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921
921
['jayson', 'lipsey', 'parkway', 'property', 'would', 'expectation', 'largely', 'become', 'recall', 'exit', 'market', 'jackson', 'mississippi', 'memphis', 'tennessee', 'columbia', 'south', 'carolina', 'richmond', 'virginia', 'suburban', 'chicago', 'enter', 'market', 'charlotte', 'atlanta', 'major', 'market', 'florida', 'houston', 'austin', 'phoenix', 'mention', 'prepare', 'remark', 'think', 'please', 'performance', 'broad', 'market', 'specifically', 'performance', 'submarkets', 'invest']
922
922
923
923
['goldfarb', 'along', 'line', 'clearly', 'success', 'rates', 'continue', 'compress', 'across', 'market', 'folks', 'clearly', 'looking', 'sunbelt', 'competitive', 'finding', 'opportunity', 'given', 'rapid', 'something', 'shareholder', 'investor', 'think', 'continue', 'going', 'become', 'difficult']
924
924
925
925
['market', 'submarket', 'assets', 'sending', 'unsolicited', 'offer', 'regular', 'basis', 'broker', 'package', 'often', 'would', 'acquisition', 'market', 'transactions', 'seller', 'without', 'market', 'broker', 'package', 'necessarily', 'think', 'translate', 'getting', 'pricing', 'think', 'still', 'pay', 'price', 'give', 'certainty', 'give', 'seller', 'certainty', 'going', 'close', 'going', 'close', 'going', 'without', 'retrade', 'terms', 'going', 'credibility', 'track', 'record', 'establish', 'years', 'translate', 'seeing', 'greater', 'percentage', 'volume', 'sellers', 'thing', 'going', 'asset']
926
926
['goldfarb', 'portfolio', 'enter', 'miami', 'market', 'still', 'additional', 'market', 'would', 'enter']
927
927
928
928
['think', 'market', 'lag', 'atlanta', 'recover', 'could', 'recover', 'strong', 'midtown', 'active', 'pursue', 'building', 'midtown', 'would', 'consider', 'expand', 'footprint', 'geography', 'submarket', 'within', 'exist', 'geography']
929
929
930
930
931
931
932
932
['david', "o'reilly", 'maybe', 'little', 'think', 'jayson', 'eloquent', 'answer', 'dynamic', 'public', 'company', 'estate', 'business', 'public', 'company', 'daily', 'scorecard', 'screen', 'quarterly', 'reporting', 'sometimes', 'influence', 'decision', 'parkway', 'try', 'maintain', 'incredible', 'discipline', 'focus', 'outcome', 'assets', 'estate', 'business', 'quarter', 'quarter', 'business', 'fool', 'making', 'economic', 'decision', 'show', 'quarter', 'supplemental', 'positive']
933
933
934
934
['goldfarb', 'incentivizing', 'saying', 'occupancy', 'regional', 'manager', 'occupancy', 'maximization', 'yearend', 'target']
935
935
['jayson', 'lipsey', 'think', 'magic', 'bullet', 'think', 'really', 'strategy', 'enhance', 'value', 'often', 'actually', 'using', 'underwrite', 'acquire', 'building', 'benchmark', 'whether', 'successful', 'question', 'building', 'valuable', 'result', 'given', 'lease', 'criterion', 'given', 'lease', 'different', 'lever', 'rental', 'think', 'always', 'try', 'maximize', 'different', 'factor', 'ensure', 'create', 'value', 'possible', 'still', 'successful', 'lease', 'complete']
936
936
937
937
['goldfarb', 'question', 'stuff', 'obviously', 'everyone', 'love', 'facebook', 'works', 'amazon', 'tesla', 'whatever', 'clearly', 'driving', 'growth', 'seeing', 'market', 'seeing', 'across', 'market', 'seeing', 'certain', 'second', 'growth', 'industry', 'seeing', 'across', 'market', 'clearly', 'outside', 'industry', 'growing', 'expand', 'taking', 'space']
938
938
['jayson', 'lipsey', 'think', 'technology', 'important', 'service', 'economy', 'seeing', 'technology', 'emerge', 'important', 'industry', 'broadly', 'across', 'portfolio', 'though', 'concentrate', 'industry', 'really', 'major', 'market', 'first', 'phoenix', 'tempe', 'submarket', 'significant', 'demand', 'technology', 'company', 'customer', 'microsoft', 'citrix', 'amazon', 'major', 'technology', 'company', 'probably', 'frequent', 'daily', 'basis']
939
939
940
940
941
941
['recent', 'new', 'market', 'miami', 'significant', 'exposure', 'across', 'different', 'industry', 'concentration', 'aim', 'latin', 'america', 'think', 'things', 'encourage', 'portfolio', 'transform', 'couple', 'years', 'think', 'please', 'exposure', 'variety', 'different', 'industry', 'growth', 'potential', 'change', 'couple', 'years', 'positive']
942
942
['goldfarb', 'maybe', 'expand', 'acquisition', 'example', 'jacksonville', 'service', 'orient', 'office', 'market', 'sound', 'stable', 'tenancy', 'growth', 'contrast', 'houston', 'austin', 'clearly', 'growth', 'market', 'allocate', 'capital', 'balance', 'putting', 'money', 'stable', 'market', 'versus', 'growth', 'inaudible', 'market', 'portfolio', 'balance', 'would', 'income', 'growth', 'stocks', 'something', 'think', 'energy', 'certain', 'tenant', 'satisfy', 'market', 'different', 'market']
943
943
['david', "o'reilly", 'first', 'maybe', 'broad', 'comment', 'market', 'would', 'today', 'nareit', 'first', 'management', 'little', 'years', 'seeing', 'growth', 'across', 'market', 'seeing', 'growth', 'certain', 'area', 'phoenix', 'houston', 'today', 'everywhere', 'lag', 'market', 'notably', 'orlando', 'showing', 'sign', 'recovery', 'seeing', 'lease', 'velocity', 'seeing', 'starting', 'hopefully', 'starting', 'filling', 'vacancy', 'since', 'together']
944
944
945
945
946
946
947
947
['jayson', 'lipsey', 'think', 'please', 'integration', 'work', 'extremely', 'integrate', 'property', 'portfolio', 'particular', 'manage', 'director', 'texas', 'fransen', 'fantastic', 'think', 'setting', 'appropriate', 'expectation', 'within', 'property', 'management', 'team', 'expect', 'provide', 'service', 'building', 'developing', 'really', 'world', 'class', 'lease', 'team', 'ensure', 'lease', 'aggressively', 'quickly', 'possible', 'within', 'portfolio']
948
948
['think', 'first', 'month', 'ownership', 'lease', 'velocity', 'exceed', 'expectation', 'frankly', 'austin', 'houston', 'perform', 'austin', 'particular', 'think', 'really', 'turn', 'corner', 'quarters', 'terms', 'tenant', 'demand', 'within', 'market', 'particular', 'seeing', 'incremental', 'inquiry', 'tenant', 'currently', 'austin', 'think', 'trend', 'continue', 'expect', 'continue', 'technology', 'company', 'particular', 'presence', 'austin', 'happening', 'presence', 'believe', 'position', 'benefit', 'trend']
949
949
['goldfarb', 'switching', 'gear', 'development', 'break', 'shovel', 'tempe', 'little', 'decision', 'expect', 'development', 'parkway', 'hayden', 'ferry', 'special', 'circumstance']
950
950
951
951
['build', 'first', 'building', 'tempe', 'hayden', 'ferry', 'lakeside', 'market', 'rates', 'approximately', 'square', 'today', 'getting', 'close', 'deal', 'square', 'couple', 'period', 'market', 'increase', 'guess', 'luxurious', 'problem', 'accommodate', 'expand', 'customer', 'need', 'mooney', 'recently', 'help', 'facilitate', 'fantastic', 'help', 'customer', 'expand', 'approximately', '50,000', 'square', 'around', 'customer', 'achieve', 'expansion', 'need']
952
952
953
953
['david', "o'reilly", 'would', 'development', 'primary', 'growth', 'driver', 'hayden', 'ferry', 'lakeside', 'unique', 'situation', 'continuous', 'parcel', 'exist', 'assets', 'develop', 'exist', 'customer', 'need', 'situation', 'something', 'consider', 'development', 'going', 'entitle', 'development']
954
954
955
955
956
956
957
957
958
958
959
959
['david', "o'reilly", 'realistic', 'goal', 'process', 'achieve', 'great', 'rating', 'higher', 'credit', 'rating', 'steps', 'getting', 'first', 'foremost', 'income', 'development', 'secure', 'things', 'receive', 'agency', 'cognizant', 'development', 'looking', 'small', 'percentage', 'overall', 'company', 'owner', 'approximately', 'build', 'relative', 'billion', 'company', 'large', 'enough', 'really', 'outside']
960
960
961
961
['goldfarb', 'certainly', 'help', 'company', 'recapitalize', 'balance', 'sheet', 'think', 'participate', 'offering', 'offering', 'could', 'little', 'third', 'party', 'could', 'little', 'think', 'ultimate', 'involvement', 'company', 'help', 'shape', 'strategy', 'future']
962
962
['david', "o'reilly", 'would', 'minor', 'action', 'director', 'director', 'private', 'equity', 'large', 'investment', 'little', 'years', 'currently', 'common', 'equity', 'company', 'straight', 'common', 'equity', 'shareholder', 'negative', 'control', 'right', 'implicit', 'control', 'company', 'share', 'management', 'average', 'terms', 'recovery', 'fifth', 'inning', 'average', 'houston', 'ahead', 'orlando', 'behind', 'average']
963
963
964
964
965
965
['goldfarb', 'saying', 'month', 'expect', 'something']
966
966
967
967
['goldfarb', 'sound', 'clock', 'chance', 'audience', 'question', 'theme', 'efficiency', 'think']
968
968
969
969
970
970
['thomson', 'financial', 'reserves', 'right', 'change', 'document', 'content', 'information', 'without', 'obligation', 'notify', 'person', 'change']
971
971
['conference', 'call', 'event', 'transcript', 'base', 'company', 'projection', 'forward', 'looking', 'statement', 'regard', 'variety', 'item', 'forward', 'looking', 'statement', 'base', 'current', 'expectation', 'involve', 'risk', 'uncertainty', 'actual', 'result', 'differ', 'materially', 'state', 'forward', 'looking', 'statement', 'base', 'number', 'important', 'factor', 'risk', 'specifically', 'identify', 'company', 'recent', 'filing', 'although', 'company', 'indicate', 'believe', 'assumption', 'underlie', 'forward', 'looking', 'statement', 'reasonable', 'assumption', 'could', 'prove', 'inaccurate', 'incorrect', 'therefore', 'assurance', 'result', 'contemplate', 'forward', 'looking', 'statement', 'realize']
972
972
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973
974
974
975
976
976
['language', 'english']
977
978
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['transcript', '060414a5393552.752']
979
980
980
['publication', 'transcript']
981
982
982
['copyright']
983
983
984
985
985
['copyright']
986
987
987
['return']
988
989
989
['document']
990
991
992
992
993
994
994
['tuesday']
995
996
996
997
998
998
999
1000
1000
1001
1001
['jeremy', 'dorsett']
1002
1002
['parkway', 'property', 'general', 'counsel']
1003
1003
1004
1004
1005
1005
1006
1006
1007
1007
['jayson', 'lipsey']
1008
1008
1009
1009
1010
1010
['craig', 'melman']
1011
1011
1012
1012
1013
1013
['sandler', "o'neill", 'partner', 'analyst']
1014
1014
1015
1015
1016
1016
1017
1017
['wells', 'fargo', 'security', 'analyst']
1018
1018
1019
1019
['capital', 'market', 'analyst']
1020
1020
1021
1021
['operator', 'morning', 'welcome', 'parkway', 'property', 'incorporate', 'first', 'quarter', 'earnings', 'conference']
1022
1022
['operator', 'instructions']
1023
1023
1024
1024
1025
1025
1026
1026
['certain', 'statement', 'today', 'present', 'tense', 'discus', 'company', 'expectation', 'forward', 'looking', 'statement', 'within', 'meaning', 'federal', 'security', 'although', 'company', 'belief', 'expectation', 'reflect', 'forward', 'looking', 'statement', 'base', 'reasonable', 'assumption', 'assurance', 'expectation', 'achieve', 'please', 'forward', 'looking', 'statement', 'disclaimer', 'parkway', 'first', 'quarter', 'earnings', 'press', 'release', 'factor', 'could', 'cause', 'material', 'difference', 'forward', 'looking', 'statement', 'actual', 'result']
1027
1027
['heistand', 'president', 'parkway', 'property', 'morning', 'thank', 'joining', 'today', 'extremely', 'please', 'first', 'quarter', 'result', 'believe', 'reflect', 'successfully', 'transform', 'parkway', 'would', 'moment', 'highlight', 'important', 'positive', 'macro', 'trend', 'seeing', 'across', 'market']
1028
1028
1029
1029
1030
1030
['first', 'quarter', 'priority', 'integration', 'lease', 'seven', 'assets', 'acquire', 'thomas', 'property', 'merger', 'successfully', 'commence', 'process', 'first', 'quarter', 'result', 'reflect', 'positive', 'contribution', 'assets', 'already', 'improve', 'performance', 'exist', 'portfolio']
1031
1031
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1032
1032
1033
1033
1034
1034
1035
1035
['recently', 'complete', 'acquisition', 'orlando', 'center', 'class', 'locate', 'orlando', 'market', 'transaction', 'order', 'acquire', 'value', 'asset', 'lender', 'simultaneously', 'restructure', 'mortgage', 'encumber', 'property']
1036
1036
1037
1037
1038
1038
1039
1039
1040
1040
1041
1041
['david', "o'reilly", 'parkway', 'property', 'thank', 'work', 'tirelessly', 'quarter', 'continue', 'recent', 'momentum', 'successfully', 'add', 'value', 'assets', 'strengthen', 'portfolio', 'complete', 'january', 'acquisition', 'center', 'consist', 'three', 'class', 'office', 'building', 'total', '248,000', 'square', 'locate', 'deerwood', 'submarket', 'jacksonville', 'florida', 'acquire', 'property', 'gross', 'purchase', 'price', 'million', 'represent', 'imply', 'fully', 'fund', 'using', 'receive', 'recent', 'public', 'equity', 'raise']
1042
1042
['acquisition', 'complement', 'exist', 'ownership', 'submarket', 'continue', 'exhibit', 'improve', 'office', 'fundamentals', 'increase', 'tenant', 'demand', 'office', 'operator', 'number', 'prominent', 'financial', 'services', 'firm', 'additionally', 'recall', 'fourth', 'quarter', 'parkway', 'acquire', 'merger', 'thomas', 'property', 'interest', 'joint', 'venture', 'calstrs', 'madison', 'international', 'realty', 'assets', 'locate', 'central', 'business', 'district', 'austin']
1043
1043
1044
1044
1045
1045
1046
1046
1047
1047
1048
1048
['courvoisier', 'offer', 'parkway', 'great', 'opportunity', 'exposure', 'miami', 'market', 'continue', 'economic', 'growth', 'urbanization', 'couple', 'flourish', 'cultural', 'environment', 'increase', 'demand', 'multinational', 'company', 'presence', 'miami']
1049
1049
['recent', 'flurry', 'multi', 'family', 'development', 'brickell', 'submarket', 'limited', 'potential', 'supply', 'class', 'office', 'space', 'drive', 'current', 'market', 'rates', 'exceed', 'square', 'courvoisier', 'centre', 'position', 'benefit', 'supply', 'constrain', 'brickell', 'submarket', 'believe', 'drive', 'outsized', 'revenue', 'growth', 'asset']
1050
1050
['april', 'complete', 'acquisition', 'orlando', 'center', 'simultaneously', 'restructure', 'exist', 'mortgage', 'asset', '356,000-square', 'class', 'building', 'locate', 'orlando', 'complement', 'parkway', 'exist', 'ownership', 'assets', 'submarket', 'asset', 'occupy', 'acquisition', 'expect', 'generate', 'initial', 'yield']
1051
1051
['acquire', 'asset', 'making', 'million', 'equity', 'investment', 'lender', 'reserves', 'lease', 'activity', 'multiple', 'renovation', 'project', 'addition', 'equity', 'investment', 'restructure', 'exist', 'million', 'mortgage', 'million', 'first', 'mortgage', 'million', 'subordinate', 'parkway', 'equity', 'investment', 'million', 'reflect', 'square', 'basis', 'fix', 'interest', 'mature', 'option', 'extend', 'additional']
1052
1052
1053
1053
['announce', 'april', 'commencement', 'construction', 'hayden', 'ferry', '261,000-square', 'class', 'development', 'tempe', 'submarket', 'phoenix', 'arizona', 'excite', 'begin', 'final', 'phase', 'parkway', '785,000-square', 'master', 'plan', 'hayden', 'ferry', 'office', 'community', 'current', 'office', 'fundamentals', 'tempe', 'submarket', 'clearly', 'validate', 'decision', 'begin', 'construction']
1054
1054
1055
1055
['parkway', 'first', 'investment', 'tempe', 'submarket', 'acquiring', 'hayden', 'ferry', 'since', 'rental', 'rates', 'property', 'increase', 'overall', 'vacancy', 'level', 'class', 'assets', 'tempe', 'market', 'fall', 'local', 'success', 'lease', 'current', 'building', 'portfolio', 'addition', 'hayden', 'ferry', 'provide', 'class', 'product', 'accommodate', 'waiting', 'tenant', 'currently', 'hayden', 'ferry']
1056
1056
['hayden', 'ferry', 'assets', 'own', 'joint', 'venture', 'sign', 'amendment', 'authorize', 'construction', 'project', 'give', 'parkway', 'interest', 'development', 'partner', 'maintain', 'remain', 'interest', 'expect', 'total', 'costs', 'development', 'approximately', 'million', 'intend', 'finance', 'project', 'construction', 'approximately', 'total']
1057
1057
['reminder', 'acquire', 'parking', 'attach', 'retail', 'building', 'hayden', 'ferry', 'approximately', 'million', 'basis', 'provide', 'substantial', 'construction', 'advantage', 'believe', 'deliver', 'higher', 'yield', 'parkway', 'potential', 'development', 'jayson', 'update', 'operations']
1058
1058
1059
1059
1060
1060
1061
1061
1062
1062
['highlight', 'three', 'large', 'lease', 'deal', 'execute', 'quarter', 'first', 'complete', '39,000-square', 'lease', 'phoenix', 'tower', 'locate', 'greenway', 'plaza', 'submarket', 'houston', 'asset', 'currently', 'lease', 'compare', 'occupy', 'first', 'acquire', 'asset', 'december', 'since', 'acquisition', 'asset', 'create', 'positive', 'spread', 'renewal', 'lease', 'total', 'lease', 'execute', 'average', '34.08', 'square']
1063
1063
['second', 'execute', '109,000-square', 'renewal', 'lease', 'stein', 'building', 'downtown', 'jacksonville', 'legacy', 'parkway', 'asset', 'notably', 'lower', 'compare', 'renewal', 'quarter', 'lease', 'crucial', 'lock', 'anchor', 'customer', 'provide', 'stability', 'asset', '11-year', 'lease']
1064
1064
['exclude', 'stein', 'lease', 'rental', 'first', 'quarter', 'renewal', 'lease', 'would', 'increase', '31.45', 'square', 'rental', 'total', 'lease', 'quarter', 'would', 'increase', '29.87', 'square', 'adjust', 'result', 'would', 'represent', 'high', 'total', 'renewal', 'lease', 'rates', 'achieve', 'parkway', 'history']
1065
1065
['lastly', 'complete', '37,000-square', 'lease', 'central', 'locate', 'central', 'perimeter', 'submarket', 'atlanta', 'lease', 'back', 'large', 'vacant', 'space', 'begin', 'stabilize', 'value', 'asset', 'purchase']
1066
1066
1067
1067
['addition', 'value', 'create', 'newly', 'acquire', 'assets', 'store', 'portfolio', 'continue', 'experience', 'healthy', 'growth', 'first', 'quarter', 'share', 'store', 'recur', 'increase', 'basis', 'basis', 'compare', 'quarter', 'prior', 'additionally', 'confirm', 'still', 'actively', 'engage', 'negotiation', 'neighbor', 'regard', '225,000-square', 'renewal', 'commerce', 'green', 'houston']
1068
1068
['lastly', 'occupancy', 'quarter', 'currently', 'lease', 'communicate', 'quarter', 'anticipate', 'know', 'concentrate', 'within', 'houston', 'austin', 'portfolio', 'would', 'decrease', 'occupancy', 'approximately', 'basis', 'point']
1069
1069
1070
1070
['given', 'first', 'quarter', 'lease', 'performance', 'consider', 'lease', 'prospect', 'remainder', 'increase', 'occupancy', 'guidance', 'range', 'include', 'recent', 'acquisition', 'courvoisier', 'centre', 'orlando', 'center', 'combine', 'occupancy', 'reduce', 'overall', 'portfolio', 'occupancy', 'basis', 'point']
1071
1071
1072
1072
['david', "o'reilly", 'thank', 'jason', 'complete', 'first', 'quarter', 'share', 'first', 'quarter', 'result', 'include', 'negative', 'impact', 'charge', 'total', 'million', 'primarily', 'relate', 'complete', 'merger', 'thomas', 'property', 'exclude', 'nonrecurring', 'item', 'first', 'quarter', 'recur', 'share']
1073
1073
['first', 'quarter', 'share', 'provide', 'reconciliation', 'recur', 'income', 'supplemental', 'report']
1074
1074
['subsequent', 'quarter', 'amend', 'exist', 'unsecured', 'credit', 'facility', 'amendment', 'increase', 'revolve', 'credit', 'facility', 'million', 'consolidate', 'exist', 'unsecured', 'loan', 'tranche', 'total', 'million', 'seven', 'tranche', 'total', 'million', 'believe', 'emergence', 'premier', 'sunbelt', 'office', 'enable', 'achieve', 'better', 'pricing', 'include', '30-basis', 'point', 'improvement', 'credit', 'spread', 'financial', 'flexibility']
1075
1075
['ebitda', 'quarter', 'times', 'exclude', 'impact', 'million', 'nonrecurring', 'realignment', 'charge', 'relate', 'thomas', 'property', 'merger', 'ebitda', 'multiple', 'close', 'quarter', 'times', 'lower', 'within', 'state', 'range', 'times']
1076
1076
1077
1077
['base', 'result', 'first', 'quarter', 'revise', 'projection', 'remainder', 'updating', 'outlook', 'range', 'share', 'calendar', 'please', 'guidance', 'base', 'report', 'include', 'negative', 'impact', 'approximately', 'million', 'million', 'relate', 'employment', 'former', 'thomas', 'employee', 'bring', 'assist', 'transition', 'following', 'merger']
1078
1078
['exclude', 'expense', 'nonrecurring', 'item', 'lease', 'termination', 'acquisition', 'costs', 'expect', 'total', 'approximately', 'million', 'million', 'recur', 'outlook', 'range', 'share']
1079
1079
1080
1080
1081
1081
1082
1082
['conclude', 'prepare', 'remark', 'remind', 'everyone', 'miami', 'investor', 'hopefully', 'happy', 'question', 'operator']
1083
1083
1084
1084
['operator', 'thank', 'conducting', 'question', 'answer', 'session']
1085
1085
1086
1086
['craig', 'melman', 'keybanc']
1087
1087
1088
1088
['jayson', 'lipsey', 'think', 'terms', 'lease', 'activity', 'multiple', 'speaker']
1089
1089
1090
1090
['jayson', 'lipsey', 'think', 'probably', 'proxy', 'typically', 'point', 'ahead', 'occupancy', 'given', 'point', 'expectation', 'would', 'continue', 'craig', 'would', 'probably', 'point', 'percentage', 'lease', 'basis', 'ahead', 'occupancy', 'given', 'point']
1091
1091
['craig', 'melman', 'helpful', 'could', 'seem', 'lease', 'going', 'austin', 'curious', 'seeing', 'activity', 'portfolio']
1092
1092
1093
1093
1094
1094
1095
1095
['seeing', 'great', 'activity', 'continue', 'jacksonville', 'large', 'corporate', 'customer', 'continue', 'expansion', 'miami', 'although', 'own', 'courvoisier', 'brief', 'period', 'already', 'pipeline', 'excite', 'prospect']
1096
1096
['orlando', 'really', 'trail', 'recovery', 'start', 'positive', 'absorption', 'numbers', 'first', 'quarter', 'downtown', 'orlando', 'pipeline', 'starting', 'would', 'generally', 'craig', 'across', 'board', 'pipeline', 'head']
1097
1097
['craig', 'melman', 'hayden', 'ferry', 'lease']
1098
1098
1099
1099
1100
1100
1101
1101
['craig', 'melman', 'market', 'showing', 'lease', 'bake', 'guidance']
1102
1102
['jayson', 'lipsey']
1103
1103
['craig', 'melman', 'thank']
1104
1104
['operator', 'alexander', 'goldfarb', 'sandler', "o'neill"]
1105
1105
1106
1106
1107
1107
['around', 'austin', 'upside', 'vacancy', 'thinking', 'general', 'portfolio', 'going', 'linear', 'versus', 'going', 'continue', 'letting', 'space', 'empty', 'stack', 'maximize', 'lease']
1108
1108
1109
1109
['think', 'always', 'going', 'element', 'certain', 'space', 'create', 'value', 'broad', 'execution', 'think', 'quarter', 'little', 'occupancy', 'certain', 'tenant', 'space', 'place', 'tower', 'place', 'accommodate', 'large', 'strategic', 'lease', 'bride', 'pulte']
1110
1110
1111
1111
1112
1112
['david', "o'reilly", 'think', 'probably', 'majority', 'already', 'situation', 'drop', 'basis', 'point', 'occupancy', 'taking', 'space', 'lease', 'going', 'forward', 'opportunity', 'rent', 'anticipate', 'jayson', 'point', 'still', 'continue', 'share', 'pretty', 'month', 'company']
1113
1113
['alexander', 'goldfarb', 'think', 'austin', 'particular', 'available', 'space', 'could', 'lease', 'expiration', 'worry', 'slowing', 'really', 'putting', 'block', 'space', 'putting', 'tenant', 'block', 'space', 'austin']
1114
1114
1115
1115
['alexander', 'goldfarb', 'switching', 'lease', 'front', 'renewal', 'sense', 'color', 'renewal', 'people', 'stay', 'space', 'shrinking', 'expand', 'could', 'going', 'bigger', 'coastal', 'curious', 'tenant', 'market']
1116
1116
['jayson', 'lipsey', 'think', 'couple', 'quarters', 'encourage', 'trend', 'within', 'portfolio', 'expansion', 'heel', 'couple', 'years', 'right', 'sizing', 'contraction', 'eliminate', 'shadow', 'space', 'think', 'expansion', 'trend', 'within', 'portfolio', 'encourage']
1117
1117
1118
1118
1119
1119
1120
1120
['david', "o'reilly", 'think', 'doubt', 'still', 'think', 'opportunity', 'space', 'three']
1121
1121
['however', 'still', 'finding', 'opportunity', 'complement', 'especially', 'submarkets', 'already', 'dominance', 'still', 'think', 'opportunity', 'think', 'building', 'fifth', 'market', 'transaction', 'value', 'somebody', 'buying', 'single', 'asset']
1122
1122
['general', 'without', 'doubt', 'capital', 'coming', 'market', 'basically', 'believe', 'fundamentals', 'continue', 'improve', 'challenge', 'opportunity', 'return', 'still', 'going', 'continue']
1123
1123
['alexander', 'goldfarb', 'thanks']
1124
1124
['operator', 'thank']
1125
1125
['operator', 'instructions']
1126
1126
1127
1127
1128
1128
['jayson', 'lipsey', 'expiration']
1129
1129
1130
1130
['regard', 'assets', 'expect', 'outcome', 'lease', 'going', 'asset', 'sales', 'little', 'color', 'would', 'helpful']
1131
1131
['jayson', 'lipsey', 'great', 'question', 'think', 'probably', 'mixture', 'things', 'assets', 'example', 'large', 'expiration', 'deerwood', 'jpmorgan', 'jacksonville', 'large', 'expiration', 'cyber', 'center', 'tampa', 'albert', 'kelly', 'large', 'expiration', 'southwestern', 'energy', 'commerce', 'green', 'houston']
1132
1132
1133
1133
['think', 'general', 'renewal', 'probability', 'really', 'know', 'point', 'southwestern', 'energy', 'commerce', 'green']
1134
1134
1135
1135
1136
1136
['terms', 'lease', 'prospect', 'think', 'space', 'sweet', 'user', 'looking', 'submarket', 'space', 'condition', 'suit', 'larger', 'optimistic', 'given', 'runway', 'leading', 'shape']
1137
1137
['rodgers', 'question', 'coming', 'jayson', 'regard', 'concession', 'ratio', 'think', 'include', 'break', 'component', 'separately']
1138
1138
1139
1139
1140
1140
1141
1141
1142
1142
1143
1143
1144
1144
['jayson', 'lipsey', 'think', 'right', 'hearst', 'large', 'asset', 'downtown', 'charlotte', 'midst', 'strategy', 'asset', 'recall', 'first', 'thing', 'extend', 'gates', 'period', 'floor', 'taking', 'floor', 'enable', 'space', 'renew', 'relocate']
1145
1145
['process', 'right', 'construct', 'space', 'hearst', 'tower', 'space', 'currently', 'arguably', 'three', 'vacant', 'floor', 'charlotte', 'lease', 'think', 'prospect']
1146
1146
1147
1147
['activity', 'nascar', 'recently', 'since', 'buy', 'building', 'activity', 'nascar', 'remains']
1148
1148
['think', 'little', 'slow', 'building', 'would', 'probably', 'couple', 'month', 'pipeline', 'particular', 'large', 'tours', 'building', 'early', 'process', 'yield', 'point', 'lower', 'probability', 'deal', 'activity', 'pipeline', 'encourage']
1149
1149
1150
1150
['jayson', 'lipsey', 'think', 'occupancy', 'guidance', 'include', 'deal', 'charlotte', 'right', 'certain', 'think', 'characterization', 'include', 'upside', 'place', 'right', 'think', 'measure', 'approach', 'ability', 'really', 'drive', 'needle']
1151
1151
['young', 'helpful', 'thanks', 'question', 'either', 'david', 'jayson', 'wonder', 'provide', 'color', 'regard', 'potential', 'lease', 'opportunity', 'inaudible']
1152
1152
1153
1153
1154
1154
['david', "o'reilly", 'really', 'excite', 'prospect', 'lease', 'short', 'start', 'implement', 'lease', 'operational', 'strategy', 'market', 'rent', 'seek', 'could', 'potentially', 'little', 'higher', 'jayson', 'provide', 'additional', 'color']
1155
1155
['thing', 'would', 'young', 'acquisition', 'project', 'unknown', 'absorption', 'first', 'month', 'asset', 'think', 'little', 'speculative', 'lease', 'asset', 'embed', 'guidance', 'right', 'first', 'ownership', 'asset', 'jayson', 'specific', 'color', 'think', 'looking', 'strong']
1156
1156
['heistand', 'thing', 'young', 'thing', 'particularly', 'evident', 'prior', 'seller', 'spend', 'million', 'complete', 'renovation', 'common', 'area', 'building', 'turn', 'fantastic', 'really', 'lease', 'around', 'improvement']
1157
1157
1158
1158
1159
1159
1160
1160
['operator', 'michael', 'salinsky']
1161
1161
1162
1162
1163
1163
1164
1164
1165
1165
1166
1166
['jayson', 'lipsey', 'tremendous', 'parcel', 'great', 'synergy', 'campus', 'actively', 'looking', 'right', 'different', 'alternative', 'available', 'asset', 'whether', 'build', 'whether', 'someone', 'build', 'asset', 'whether', 'large', 'anchor', 'tenant', 'development']
1167
1167
['market', 'submarket', 'interest', 'large', 'user', 'something', 'think', 'thomas', 'merger', 'value', 'potential', 'parcel', 'consume', 'understanding', 'actual', 'building', 'austin', 'houston', 'attention', 'quickly', 'closing', 'parcel', 'highly', 'valuable', 'great', 'synergy', 'project']
1168
1168
1169
1169
['michael', 'salinsky', 'helpful', 'follow', 'question', 'given', 'progress', 'additional', 'insecure', 'quarter', 'stand', 'rating', 'agency', 'hearing', 'timeline', 'migrate', 'investment', 'grade']
1170
1170
['heistand', 'going', 'second', 'thomas', 'merger', 'little', 'outside', 'mouth', 'secure', 'relative', 'entire', 'stack']
1171
1171
['think', 'ability', 'continue', 'unencumbered', 'acquisition', 'shrink', 'secure', 'relative', 'company', 'component', 'start', 'engage', 'dialogue', 'something', 'target', 'right', 'really', 'starting', 'third', 'quarter', 'along']
1172
1172
['michael', 'salinsky', 'appreciate', 'color', 'thanks']
1173
1173
['heistand', 'problem']
1174
1174
['operator', 'thank', 'question', 'would', 'floor', 'management', 'closing', 'remark']
1175
1175
['heistand', 'appreciate', 'everybody', 'coming', 'state', 'certainly', 'miami', 'possible', 'assets', 'understand', 'market', 'dynamics', 'obviously', 'positively', 'going', 'forward', 'thank', 'forward', 'seeing']
1176
1176
['operator', 'thank', 'conclude', 'today', 'teleconference', 'disconnect', 'line', 'thank', 'participation']
1177
1177
1178
1178
1179
1179
['information', 'contain', 'event', 'transcript', 'textual', 'representation', 'applicable', 'company', 'conference', 'effort', 'provide', 'accurate', 'transcription', 'material', 'error', 'omission', 'inaccuracy', 'reporting', 'substance', 'conference', 'call', 'thomson', 'financial', 'applicable', 'company', 'applicable', 'company', 'assume', 'responsibility', 'investment', 'decision', 'base', 'information', 'provide', 'event', 'transcript', 'user', 'advise', 'review', 'applicable', 'company', 'conference', 'applicable', 'company', 'filing', 'making', 'investment', 'decision']
1180
1181
1181
1182
1183
1183
['language', 'english']
1184
1185
1185
['transcript', '051314a5349395.795']
1186
1187
1187
1188
1189
1189
1190
1190
['right', 'reserve']
1191
1192
1192
1193
1194
1194
['return']
1195
1196
1196
1197
1198
1199
1199
1200
1201
1201
1202
1203
1203
['parkway', 'property', 'global', 'property', 'conference', 'final']
1204
1205
1205
1206
1207
1207
['corporate', 'participant']
1208
1208
['david', "o'reilly"]
1209
1209
1210
1210
['heistand']
1211
1211
1212
1212
['conference', 'participant']
1213
1213
1214
1214
['citigroup', 'analyst']
1215
1215
['presentation']
1216
1216
['attie', 'analyst', 'citigroup', 'morning', 'everyone', 'welcome', 'global', 'property', 'conference', 'session', 'investing', 'client', 'medium', 'individual', 'please', 'disconnect', 'disclosure', 'available', 'webcast', 'disclosure', 'please', 'parkway', 'property', 'heistand']
1217
1217
['going', 'introduce', 'introductory', 'remark']
1218
1218
['heistand', 'president', 'parkway', 'property', 'thanks', 'david', "o'reilly", 'chief', 'financial', 'officer', 'jayson', 'lipsey', 'chief', 'operate', 'officer', 'orlando', 'minute', 'broker', 'conference', 'today']
1219
1219
1220
1220
1221
1221
['complete', 'acquisition', 'across', 'market', 'gain', 'access', 'attractive', 'south', 'beach', 'submarket', 'miami', 'purchase', 'lincoln', 'place', 'finally']
1222
1222
1223
1223
1224
1224
['financing', 'complete', 'public', 'equity', 'raise', 'generate', 'total', 'proceeds', 'million', 'proceeds', 'improve', 'capital', 'redeem', 'prefer', 'equity', 'share', 'repay', 'credit', 'additional', 'acquisition']
1225
1225
['result', 'continue', 'improvement', 'raise', 'dividend', 'fourth', 'quarter', 'annualized', 'share']
1226
1226
['considerable', 'progress', 'since', 'upgrade', 'portfolio', 'executing', 'lease', 'strategy', 'witness', 'improve', 'office', 'market', 'fundamentals', 'across', 'market', 'positive', 'absorption', 'decline', 'vacancy', 'level', 'raising', 'rental', 'rates']
1227
1227
1228
1228
1229
1229
1230
1230
1231
1231
1232
1232
1233
1233
['heistand', 'think', 'least', 'solve', 'quality', 'issue', 'think', 'initially', 'misunderstanding', 'relate', 'quality', 'portfolio', 'investor', 'analyst', 'visit', 'think', 'turn', 'around', 'think', 'big', 'thing', 'big', 'misconception', 'recognition', 'performance', 'assets', 'purchase']
1234
1234
['noise', 'thomas', 'property', 'merger', 'lower', 'average', 'occupancy', 'exist', 'portfolio', 'really', 'recognize', 'million', 'assets', 'buy', 'beginning', 'lease', 'lease', 'market', 'rent', 'assets', 'improve', 'buy', 'assets', 'lower', 'occupancy', 'performance', 'stuff', 'purchase', 'somewhat', 'mute', 'things', 'coming', 'conference', 'give', 'opportunity', 'explain', 'everybody', 'answer', 'question']
1235
1235
['attie', 'mention', 'thomas', 'portfolio', 'dilute', 'occupancy', 'little', 'maybe', 'spend', 'little', 'talk', 'conference', 'vacancy', 'portfolio', 'think', 'houston', 'austin', 'remind', 'actual', 'opportunity']
1236
1236
['heistand', 'know', 'underwrite', 'acquisition', 'occur', 'first', 'quarter', 'really', '88,000', 'square', 'austin', '50,000', 'square', 'houston', 'drop', 'occupancy', 'first', 'quarter', 'almost', 'point', 'underwrite', 'going', 'prospect', 'assets', 'vacancy', 'strong', 'occupancy', 'come', 'ramp', 'pretty', 'quick', 'think', 'misconception', 'today', 'show', 'modest', 'improvement', 'guidance', 'account', 'almost', 'basis', 'point', 'increase', 'occupancy', 'project']
1237
1237
1238
1238
1239
1239
1240
1240
1241
1241
['attie', 'three', 'people', 'asking', 'public', 'company', 'month', 'important', 'things', 'think', 'accomplish', 'company', 'strategically']
1242
1242
['heistand', 'think', 'assemble', 'since', 'beginning', 'first', 'emerge', 'add', 'billion', 'assets', 'billion', 'think', 'portfolio', 'legacy', 'right', 'overall', 'company', 'focus', 'unlock', 'value', 'portfolio', 'think', 'opportunity', 'drive', 'occupancy', 'portfolio', 'bring', 'rent', 'market', 'opportunity', 'increase', 'market', 'rent', 'market']
1243
1243
['think', 'texas', 'pretty', 'forecasting', 'continue', 'market', 'rent', 'market', 'beginning', 'recover', 'beginning', 'market', 'increase', 'portfolio', 'think', 'drive', 'occupancy', 'range', 'couple', 'years']
1244
1244
['think', 'provide', 'value', 'creation', 'big', 'opportunity', 'company', 'going', 'forward', 'still', 'would', 'acquisition', 'create', 'value', 'predisposition', 'assets', 'think', 'still', 'value', 'accretion']
1245
1245
1246
1246
['heistand', 'point', 'years', 'acquisition', 'pipeline', 'billion', 'largely', 'function', 'chased', 'asset', 'regional', 'presence', 'regional', 'manager', 'region', 'operate', 'identify', 'building', 'usually', 'sending', 'lender', 'partner', 'owner', 'operator', 'assets', 'inaudible', 'always', 'tenant', 'coming', 'coming', 'proactive', 'front', 'asset', 'would', 'point', 'sometimes', 'sooner', 'sometimes', 'pipeline', 'chase', 'market', 'deal', 'market', 'opportunity']
1247
1247
['directly', 'answer', 'question', 'would', 'area', 'opportunity', 'seeing', 'return', 'dynamics', 'remain', 'market', 'specifically', 'tampa', 'orlando', 'south', 'florida', 'miami', 'miami', 'berkel', 'specifically']
1248
1248
['recovery', 'slow', 'lag', 'seeing', 'early', 'sign', 'continue', 'improvement', 'fundamentals', 'early', 'mover', 'advantage', 'market', 'similar', 'charlotte', 'atlanta', 'houston', 'tempe', 'arizona', 'think', 'benefit', 'identify', 'close', 'acquisition']
1249
1249
['think', 'couple', 'years', 'challenge', 'people', 'business', 'balance', 'sheet', 'capacity', 'given', 'couple', 'years', 'seeing', 'accelerate', 'volume', 'opportunity', 'bring', 'could', 'predict', 'march', 'billion', 'outlooking', 'think', 'little', 'creative', 'creative', 'terms', 'inaudible', 'move', 'parts', 'selling', 'assets', 'think', 'value', 'continue', 'talking', 'terms', 'servicer', 'assets', 'coming', 'default', 'maybe', 'portfolio', 'pristine', 'buy', 'everything', 'market', 'maybe', 'couple', 'dispose', 'going', 'little', 'clever', 'opportunity']
1250
1250
['still', 'think', 'think', 'buyer', 'difficult', 'predict']
1251
1251
1252
1252
['heistand', 'think', 'market', 'identify', 'charlotte', 'atlanta', 'houston', 'austin', 'phoenix', 'market', 'florida', 'market', 'intend', 'playing', 'mention', 'want', 'austin', 'thomas', 'field', 'opportunity', 'scale', 'really', 'strategy', 'going', 'market', 'scale']
1253
1253
1254
1254
1255
1255
1256
1256
['rent', 'move', 'first', 'buy', 'years', 'today', 'building', 'expansion', 'need', 'exist', 'tenant', 'tenant', 'coming', 'market', 'development', 'demand', '275,000', 'square', 'demand', 'demand', 'terms', 'space', 'development', 'building']
1257
1257
1258
1258
['heistand', '275,000', 'would', 'expect', 'nominal', 'preleasing', 'predominantly', 'stack']
1259
1259
['david', "o'reilly", 'parkway', 'property', 'terms', 'evaluate', 'development', 'different', 'acquisition', 'really', 'target', 'unlevered', 'return', 'match', 'profile', 'assets', 'something', 'consider', 'something', 'inaudible', 'heavy', 'component', 'lease', 'acquisition', 'development', 'significantly', 'unlevered', 'return', 'basis', 'pursue', 'opportunity']
1260
1260
1261
1261
1262
1262
['attie', 'could', 'remind', 'stand', 'think', 'buy', 'building', 'think', 'tempe', 'relative', 'leave']
1263
1263
['david', "o'reilly", 'result', 'merger', 'american', 'airline', 'termination', 'option', '12-month', 'write', 'notice', 'period', 'active', 'dialog', 'try', 'figure', 'need', 'saying', 'try', 'figure', 'inaudible', 'worry', 'office', 'location', 'tempe', 'multiple', 'likely', 'consolidation', 'little', 'unfortunate', 'probably', 'acquire', 'building', 'rent', 'market', 'given', 'growth', 'tempe', 'probably', 'market', 'today']
1264
1264
['would', 'figure', 'contract', 'shrink', 'another', 'location', 'advantage', 'market', 'component', 'owner', 'building', 'acquire', 'building', 'acquire', 'offer', 'thanks', 'figure', 'lease', 'first', 'determine', 'share', 'really', 'worth']
1265
1265
['heistand', 'would', 'given', 'dynamics', 'given', 'location', 'given', 'alternative', 'likely', 'stay']
1266
1266
1267
1267
['heistand', 'given', 'frame', 'think', 'given', 'market', 'dynamics', 'expectation', 'building', 'would', 'finish', 'construction', 'given', 'demand', 'right']
1268
1268
1269
1269
1270
1270
['tempe', 'already', 'plan', 'everything', 'already', 'course', 'buy', 'everything', 'something', 'probably', 'build']
1271
1271
1272
1272
1273
1273
['attie', 'something', 'actively', 'working']
1274
1274
['heistand', 'would', 'since', 'close', 'assets', 'pleasantly', 'surprise', 'interest']
1275
1275
['attie', 'acquire', 'comment', 'buy', 'whole', 'company', 'offset', 'condominium', 'could', 'operate', 'assets', 'maybe', 'elaborate', 'things', 'guess', 'big', 'condo', 'things', 'think', 'could', 'monitize']
1276
1276
['david', "o'reilly", 'acquire', 'billion', 'expect', 'million', 'balance', 'sheet', 'thomas', 'actually', 'close', 'million', 'higher', 'conservatively', 'budget', 'performance', 'signing', 'close', 'outperform', 'great']
1277
1277
1278
1278
['condo', 'value', 'million', 'carry', 'announcement', 'million', 'condo', 'bottom', 'drove', 'value', 'unit', 'remain', 'sign', 'selling', 'month', 'fairly', 'consistently']
1279
1279
1280
1280
['attie', 'million', 'sound', 'think', 'market', 'value', 'significantly', 'excess', 'excess']
1281
1281
['david', "o'reilly", 'could', 'little', 'excess', 'really', 'project', 'really', 'business', 'model', 'think', 'item', 'exceed', 'friction', 'transaction', 'costs', 'positive', 'relative', 'actually', 'costs', 'lower']
1282
1282
1283
1283
1284
1284
['attie', 'sound', 'growth', 'market', 'development', 'austin', 'hear', 'development', 'buckhead', 'potentially', 'starting', 'market', 'seeing', 'pressure', 'potentially', 'three', 'years']
1285
1285
['heistand', 'others', 'outside', 'texas', 'announcement', 'talking', 'inaudible', 'buckhead', 'thing', 'hear', 'announce', 'start', 'think', 'rent', 'relative', 'high', 'rent', 'buckhead', 'building', 'still', 'think', 'relative', 'development', 'still', 'little', 'announce', 'absolutely', 'nothing', 'plan', 'announce', 'market', 'biotech']
1286
1286
1287
1287
['think', 'dynamic', 'investment', 'strategy', 'location', 'replicate', 'costs', 'assets', 'own', 'dynamic', 'across', 'market', 'take', 'density', 'residential', 'tenant', 'benefit', 'amenities', 'probably', 'inaudible']
1288
1288
1289
1289
['david', "o'reilly", 'think', 'easy', 'portion', 'realize', 'already', 'contractually', 'obligate', 'first', 'month', 'first', 'tenant', 'citywestplace', 'houston', 'halliburton', 'leaving', '12/31', 'pay', 'already', 'sign', 'lease', 'backfill', 'entire', 'space', 'statoil', '16-year', 'annual', 'escalator', 'premium', 'halliburton', 'pay', 'monetize', 'market', 'citywestplace', 'alone']
1290
1290
1291
1291
1292
1292
['attie', 'timing']
1293
1293
1294
1294
['heistand', 'benefit', 'inaudible']
1295
1295
['david', "o'reilly", 'large', 'tenant', 'citywestplace', 'software', 'actually', 'build', 'campus', 'shrink', 'become', 'multi', 'tenant', 'facility', 'pay', 'range', '450,000', 'probably', '200,000', '250,000', 'going', 'aggressively', 'figure', 'space', 'exist', 'space', 'market', 'terms', 'lease', 'really', 'solidify', 'property', 'another', 'great', 'opportunity', 'market', 'nothing', 'monetize', 'first', 'month', 'years', 'month', 'absolutely']
1296
1296
['attie', 'start', 'building', 'citywest']
1297
1297
['david', "o'reilly", 'still', 'citywestplace', 'houston']
1298
1298
['heistand', 'buildup', 'million', 'square', 'complex']
1299
1299
['david', "o'reilly", 'calling', 'market', 'rent', 'pay', 'think', 'everybody', 'expense', 'define', 'create', 'value', 'asset', 'might', 'noise', 'quarter', 'quarter', 'metric', 'inaudible', 'asset', 'think', 'make', 'money', 'building', 'inaudible']
1300
1300
1301
1301
['heistand', 'actually', 'happen', 'downsize', 'gates', 'floor', 'lower', 'stack', 'want', 'renew', 'lease', 'early', 'opportunity', 'backfilled', 'space', 'exist', 'space', 'august', 'believe', 'third', 'quarter']
1302
1302
['david', "o'reilly"]
1303
1303
1304
1304
['david', "o'reilly", 'inaudible', 'going', 'historically', 'fortunately', 'allow', 'inaudible', 'deal', 'rates', 'renewal', 'expansion', 'gates', 'initial', 'inaudible', 'property']
1305
1305
['attie', 'mention', 'beginning', 'portfolio', 'still', 'legacy', 'parkway', 'quickly', 'asset', 'sales', 'thought', 'sales']
1306
1306
['heistand', 'think', 'get', 'smaller', 'smaller', 'assets', 'still', 'exactly', 'strategy', 'something', 'houston', 'orlando', 'probably', 'could', 'couple', 'years', 'million', 'million', 'disposition', 'could', 'probably', 'range']
1307
1307
1308
1308
1309
1309
1310
1310
1311
1311
['heistand', 'nationwide', 'office', 'sector']
1312
1312
['attie', 'could', 'finger', 'today', 'portion', 'assets', 'without', 'consequence', 'reinvestment', 'issue', 'percentage', 'would', 'percentage']
1313
1313
['heistand', 'would', 'selling', 'runway', 'assets']
1314
1314
['attie']
1315
1315
['heistand']
1316
1316
1317
1317
['heistand', 'think', 'higher', 'either', 'rather', 'depend', 'asset', 'location', 'generally']
1318
1318
['attie', 'direction', 'slightly', 'slightly']
1319
1319
1320
1320
1321
1321
['heistand', 'thank']
1322
1322
1323
1323
1324
1324
1325
1326
1326
['march']
1327
1328
1328
['language', 'english']
1329
1330
1330
['transcript', '030514a5298861.761']
1331
1332
1332
1333
1334
1334
1335
1335
1336
1337
1337
['copyright']
1338
1339
1339
['return']
1340
1341
1341
1342
1343
1344
1344
['disclosure']
1345
1346
1346
['march', 'monday']
1347
1348
1348
1349
1350
1350
1351
1352
1352
['corporate', 'participant']
1353
1353
1354
1354
1355
1355
1356
1356
1357
1357
['jayson', 'lipsey']
1358
1358
['parkway', 'property']
1359
1359
['conference', 'participant']
1360
1360
[]
1361
1361
1362
1362
['presentation']
1363
1363
['analyst', 'raymond', 'james', 'associate', 'going', 'ahead', 'introduce', 'heistand', 'company']
1364
1364
1365
1365
['heistand', 'president', 'parkway', 'property', 'morning', 'parkway', 'right', 'david', "o'reilly", 'chief', 'financial', 'officer', 'jayson', 'lipsey', 'chief', 'operate', 'officer', 'going', 'david', 'slide', 'presentation', 'mainly', 'conference', 'enough', 'going', 'laughter']
1366
1366
1367
1367
1368
1368
1369
1369
1370
1370
['david', 'provide', 'color', 'commentary', 'slide']
1371
1371
['david', "o'reilly", 'parkway', 'property', 'catch', 'everything', 'years', 'management', 'decide', 'going', 'leading', 'owner', 'operator', 'office', 'building', 'growth', 'submarkets', 'target', 'would', 'outperform', 'asset', 'asset', 'going', 'create', 'value', 'going', 'spend', 'capital', 'would', 'really', 'drive', 'higher', 'rent', 'therefore', 'create', 'value', 'target', 'assets', 'critical', 'dominance', 'tight', 'submarkets', 'would', 'lease', 'operational', 'efficiency', 'could', 'drive', 'rent', 'higher', 'operate', 'cheap', 'tenant', 'around', 'change', 'need', 'translate', 'great', 'growth', 'company', 'maintain', 'conservative', 'flexible', 'balance', 'sheet']
1372
1372
1373
1373
1374
1374
1375
1375
1376
1376
1377
1377
['david', "o'reilly", 'think', 'importantly', 'lastly', 'slide', 'point', 'match', 'acquisition', 'activity', 'substantial', 'growth', 'right', 'balance', 'sheet', 'really', 'focus', 'maintain', 'ebitda', 'times', 'announce', 'equity', 'raise', 'simultaneous', 'acquisition', 'match', 'possible']
1378
1378
['slide', 'really', 'focus', 'timing', 'fairly', 'consistent', 'portfolio', 'recycling', 'years', 'second', 'large', 'increase', 'result', 'thomas', 'property', 'merger', 'bunch', 'detail']
1379
1379
1380
1380
1381
1381
['submarkets', 'building', 'location', 'people', 'access', 'amenities', 'access', 'transportation', 'great', 'walking', 'amenities', 'infill', 'location', 'employer']
1382
1382
['heistand', 'think', 'office', 'business', 'fundamentally', 'change', 'continue', 'build', 'suburban', 'sprawl', 'company', 'attract', 'young', 'talent', 'really', 'amenity', 'base', 'environment', 'people', 'drive', 'critical', 'right', 'think', 'suburban', 'commodity', 'office', 'david', 'talk', 'become', 'actually', 'functionally', 'obsolescent', 'people', 'taking', 'using', 'space', 'square', 'extra', 'right', 'building', 'right', 'amenity', 'think', 'really', 'focus']
1383
1383
['david', "o'reilly", 'exactly', 'strategy', 'focus', 'assets', 'urban', 'infill', 'strategically', 'differentiate', 'important', 'assets', 'underleased', 'undermanaged', 'underfinanced', 'create', 'value', 'executing', 'competency', 'manage', 'lease', 'office', 'property', 'drive', 'value']
1384
1384
1385
1385
1386
1386
1387
1387
1388
1388
1389
1389
['david', "o'reilly", 'tempe', 'story', 'parkway', 'though', 'dramatic', 'improvement', 'almost', 'every', 'single', 'acquisition', 'chart', 'front', 'acquisition', 'complete', 'fourth', 'quarter', 'first', 'quarter', 'typically', 'project', 'increase', 'occupancy', 'first', 'take', 'reposition', 'building', 'invest', 'capital', 'create', 'marketing', 'branding', 'lease', 'strategy', 'really', 'please', 'report', 'take', 'occupancy', 'recent', 'acquisition', 'market', 'rates', 'excess', 'higher', 'acquire', 'assets']
1390
1390
['jayson', 'lipsey', 'parkway', 'property', 'speak', 'little', 'recent', 'operational', 'performance', 'newly', 'acquire', 'building', 'submarkets', 'tempe', 'think', 'important', 'probably', 'big', 'differentiator', 'strategy', 'focus', 'local', 'operator', 'market', 'reason', 'effectuate', 'performance', 'tempe', 'example', 'mooney', 'mooney', 'live', 'phoenix', 'operate', 'several', 'years', 'know', 'right', 'people', 'try', 'place', 'money', 'phoenix', 'tempe', 'place', 'person', 'help', 'underwrite', 'building', 'identify', 'execute', 'strategy', 'help', 'building']
1391
1391
1392
1392
1393
1393
1394
1394
['jayson', 'lipsey', 'right', 'operations', 'excite', 'couple', 'great', 'investment', 'strategy', 'buying', 'building', 'submarkets', 'operate', 'better', 'anybody', 'business']
1395
1395
1396
1396
1397
1397
['heistand', 'think', 'today', 'million', 'balance', 'sheet', 'nothing', 'draw']
1398
1398
1399
1399
1400
1400
['heistand', 'seven', 'citywest', 'building', 'right', 'laughter']
1401
1401
['david', "o'reilly", 'thanks', 'assets', 'own', 'houston', 'reason', 'covet', 'assets', 'large', 'provide', 'scale', 'market', 'great', 'embed', 'growth', 'felipe', 'plaza', 'million', 'square', 'lease', 'market', 'occupancy', 'result', 'prior', 'owner', 'inability', 'spend', 'appropriate', 'capital', 'position', 'asset', 'lease', 'believe', 'operations', 'truly', 'drive', 'occupancy', 'gain', 'market', 'citywestplace', 'lease', 'upside', 'occupancy', 'tremendous', 'upside', 'rental', 'growth']
1402
1402
['large', 'tenant', 'citywestplace', 'halliburton', '581,000', 'square', 'little', 'third', 'citywestplace', 'expire', 'thrill', 'report', 'sign', 'lease', 'statoil', 'backfill', 'entire', 'pending', 'vacancy', 'higher', 'expire', 'multiple', 'speaker']
1403
1403
['heistand', 'great', 'credit', 'statoil']
1404
1404
1405
1405
1406
1406
['david', "o'reilly", 'austin', 'building', 'going', 'joint', 'venture', 'calstrs', 'tremendous', 'market', 'scale', 'million', 'square', 'ability', 'increase', 'occupancy', 'today', 'rent', 'today', 'place', 'market', 'really', 'important', 'austin', 'building', 'tenant', 'austin', 'space', 'regardless', 'whoever', 'market', 'building', 'large', 'building', 'handle', 'expansion', 'contraction', 'create', 'efficient', 'experience', 'tenant', 'customer', 'austin', 'market']
1407
1407
['think', 'forefront', 'reemergence', 'corporate', 'user', 'coming', 'downtown', 'years', 'years', 'mark', 'expansion', 'suburb', 'today', 'signing', 'lease', 'facebook', 'tenant', 'recruit', 'young', 'talented', 'workforce', 'people', 'environment', 'drive', 'minutes', 'suburb', 'office', 'portfolio', 'downtown', 'austin', 'believe', 'great', 'opportunity']
1408
1408
['heistand', 'demand', 'tempe', 'location', 'arizona', 'state', 'right', 'austin', 'coming', 'california']
1409
1409
1410
1410
['heistand', 'thing', 'finish', 'private', 'operator', 'years', 'compete', 'reit', 'think', 'things', 'believe', 'taking', 'position', 'parkway', 'entrepreneurial', 'market', 'competitive', 'private', 'company', 'conservative', 'public', 'company', 'balance', 'sheet', 'investor', 'going', 'manage', 'quarter', 'quarter', 'going', 'things', 'asset', 'create', 'value', 'estate', 'short', 'metrics', 'negative', 'create', 'value', 'asset', 'something', 'worth', 'years']
1411
1411
1412
1412
['question', 'answer']
1413
1413
['couple', 'question', 'downstairs', 'breakout', 'session', 'question']
1414
1414
1415
1415
1416
1416
1417
1417
['david', "o'reilly", 'seeing', 'majority', 'opportunity', 'right', 'florida', 'feel', 'area', 'major', 'market', 'florida', 'slow', 'recover', 'think', 'recovery', 'know', 'broad', 'institutional', 'universe', 'provide', 'better', 'buying', 'opportunity', 'specifically', 'opportunity', 'right', 'miami', 'miami', 'market', 'actually', 'seeing', 'supply', 'office', 'building', 'getting', 'demolish', 'build', 'condo']
1418
1418
['landlocked', 'market', 'gateway', 'central', 'south', 'america', 'europe', 'certain', 'extent', 'tremendous', 'demand', 'increase', 'shrinking', 'supply', 'could', 'create', 'great', 'benefit', 'investment']
1419
1419
1420
1420
['ahead']
1421
1421
1422
1422
1423
1423
1424
1424
['heistand', 'calstrs']
1425
1425
['unidentified', 'audience', 'member']
1426
1426
1427
1427
['david', "o'reilly", 'question']
1428
1428
['unidentified', 'audience', 'member', 'inaudible', 'microphone', 'inaccessible']
1429
1429
['jayson', 'lipsey', 'occupancy', 'guidance', 'guidance', 'right']
1430
1430
['heistand']
1431
1431
['jayson', 'lipsey']
1432
1432
['unidentified', 'audience', 'member', 'inaudible', 'microphone', 'inaccessible']
1433
1433
['heistand']
1434
1434
1435
1435
['please']
1436
1436
1437
1437
['ahead', 'question', 'dismiss', 'downstairs', 'breakout', 'consolidation', 'obviously', 'acquire', 'public', 'company', 'peer', 'former', 'portfolio', 'own', 'former', 'public', 'company', 'crescent', 'industry', 'going']
1438
1438
1439
1439
1440
1440
['david', "o'reilly", 'thank']
1441
1441
['heistand', 'thanks']
1442
1442
1443
1443
['conference', 'call', 'event', 'transcript', 'base', 'company', 'projection', 'forward', 'looking', 'statement', 'regard', 'variety', 'item', 'forward', 'looking', 'statement', 'base', 'current', 'expectation', 'involve', 'risk', 'uncertainty', 'actual', 'result', 'differ', 'materially', 'state', 'forward', 'looking', 'statement', 'base', 'number', 'important', 'factor', 'risk', 'specifically', 'identify', 'company', 'recent', 'filing', 'although', 'company', 'indicate', 'believe', 'assumption', 'underlie', 'forward', 'looking', 'statement', 'reasonable', 'assumption', 'could', 'prove', 'inaccurate', 'incorrect', 'therefore', 'assurance', 'result', 'contemplate', 'forward', 'looking', 'statement', 'realize']
1444
1444
['information', 'contain', 'event', 'transcript', 'textual', 'representation', 'applicable', 'company', 'conference', 'effort', 'provide', 'accurate', 'transcription', 'material', 'error', 'omission', 'inaccuracy', 'reporting', 'substance', 'conference', 'call', 'thomson', 'financial', 'applicable', 'company', 'applicable', 'company', 'assume', 'responsibility', 'investment', 'decision', 'base', 'information', 'provide', 'event', 'transcript', 'user', 'advise', 'review', 'applicable', 'company', 'conference', 'applicable', 'company', 'filing', 'making', 'investment', 'decision']
1445
1446
1446
1447
1448
1448
['language', 'english']
1449
1450
1450
1451
1452
1452
1453
1454
1454
1455
1455
['right', 'reserve']
1456
1457
1457
['copyright']
1458
0
1
2
3
4
4
5
5
6
6
[]
7
8
9
10
11
12
13
13
14
15
16
16
17
17
['project']
18
19
20
20
21
21
[]
22
22
['williams', 'company', 'williams', 'partner', 'earnings', 'conference', 'final', 'disclosure', 'february', 'thursday', '13405', 'words']
23
24
25
25
26
26
['williams', 'company', 'credit', 'suisse', 'global', 'energy', 'summit', 'final', 'disclosure', 'february', 'tuesday', 'words']
27
28
29
29
[]
30
30
31
32
33
33
[]
34
34
35
36
37
37
38
38
39
40
41
41
42
42
['williams', 'company', 'barclays', 'energy', 'conference', 'final', 'disclosure', 'september', 'thursday', 'words']
43
44
45
45
[]
46
46
['williams', 'williams', 'partner', 'earnings', 'conference', 'final', 'disclosure', 'august', 'thursday', '11999', 'words']
47
48
49
49
50
50
51
52
53
53
54
54
['williams', 'company', 'williams', 'partner', 'earnings', 'conference', 'final', 'disclosure', 'wednesday', 'words']
55
56
57
57
[]
58
58
59
60
61
61
62
63
63
64
65
66
66
67
68
68
['february', 'thursday']
69
70
70
['williams', 'company', 'williams', 'partner', 'earnings', 'conference', 'final']
71
72
72
73
74
74
['corporate', 'participant']
75
75
76
76
['williams', 'williams', 'partner']
77
77
78
78
['williams', 'williams', 'partner', 'president']
79
79
80
80
['williams', 'williams', 'partner', 'petchem', 'services']
81
81
['miller']
82
82
83
83
['allison', 'bridges']
84
84
['williams', 'williams', 'partner']
85
85
86
86
87
87
['conference', 'participant']
88
88
89
89
90
90
91
91
['morgan', 'stanley', 'analyst']
92
92
['rajendran']
93
93
94
94
['christine']
95
95
96
96
['jeremy', 'tonet']
97
97
['jpmorgan', 'chase', 'analyst']
98
98
99
99
['barclays', 'capital', 'analyst']
100
100
101
101
102
102
103
103
['capital', 'market', 'analyst']
104
104
105
105
['tuohy', 'brother', 'analyst']
106
106
['sharon']
107
107
108
108
['schneider']
109
109
110
110
['faisel']
111
111
['citigroup', 'analyst']
112
112
113
113
114
114
['becca', 'followill']
115
115
['capital', 'advisor', 'analyst']
116
116
['presentation']
117
117
118
118
['opening', 'remark', 'introduction', 'would', 'porter', 'investor', 'relations', 'please', 'ahead']
119
119
['porter', 'williams', 'williams', 'partner', 'thank', 'morning', 'welcome']
120
120
['always', 'thank', 'interest', 'williams', 'williams', 'partner', 'yesterday', 'afternoon', 'release', 'financial', 'result', 'post', 'several', 'important', 'item', 'website', 'item', 'include', 'yesterday', 'press', 'release', 'relate', 'schedule', 'accompany', 'analyst', 'package', 'slide', 'president', 'armstrong', 'speak', 'momentarily', 'update', 'book', 'contain', 'detail', 'information', 'regard', 'various', 'aspect', 'business']
121
121
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122
122
['yesterday', 'presentation', 'book', 'important', 'disclaimer', 'relate', 'forward', 'looking', 'statement', 'disclaimer', 'important', 'integral', 'remark', 'review']
123
123
['include', 'presentation', 'material', 'various', 'measure', 'reconcile', 'generally', 'accept', 'accounting', 'principle', 'reconciliation', 'schedule', 'appear', 'presentation', 'material']
124
124
125
125
['armstrong', 'president', 'williams', 'williams', 'partner', 'great', 'thank', 'morning', 'welcome', 'joining', 'today', 'fourth', 'quarter', 'result', 'major', 'development', 'outlook', 'today']
126
126
127
127
['december', 'corvex', 'sorban', 'disclose', 'interest', 'representation', 'williams', 'board', 'since', 'engage', 'discussion', 'corvex', 'sorban', 'relate', 'company', 'strategic', 'drive', 'continue', 'value', 'creation', 'course', 'forward', 'continue', 'discussion', 'party']
128
128
129
129
130
130
131
131
['strong', 'performance', 'exceed', 'internal', 'expectation', 'spite', 'million', 'lower', 'margin', 'driver', 'better', 'performance', 'lower', 'maintenance', 'capital', 'expense']
132
132
133
133
['move', 'enjoy', 'increase', 'segment', 'profit', 'quarter', 'williams', 'partner', 'carry', 'increase', 'disappointment', 'fourth', 'quarter', 'financial', 'performance', 'petchem', 'services', 'segment', 'primarily', 'drive', 'canada', 'third', 'party', 'outage', 'dramatically', 'impact', 'supply', 'available', 'mcmurray', 'facility']
134
134
['project', 'running', 'exceed', 'expectation', 'recovery', 'volume', 'really', 'business', 'running', 'smoothly', 'ethane', 'recovery', 'portion', 'add', 'business', 'third', 'fourth', 'quarter', 'forward', 'project', 'become', 'driver', 'result', 'expect', 'complete', 'actually', 'month', 'course', 'appreciate', 'great', 'business', 'steady', 'predictable', 'manner', 'course', 'help', 'outperform', 'fourth', 'quarter']
135
135
['move', 'growth', 'expectation', 'growth', 'looking', 'continue', 'expect', 'strong', 'growth', 'greater', 'extraordinary', 'growth', 'back', 'large', 'capital', 'investment', 'making', 'couple', 'years', 'finance', 'equity', 'organization', 'focus', 'right', 'executing', 'large', 'capital', 'program', 'essential', 'growth']
136
136
137
137
['great', 'visibility', 'around', 'project', 'expect', 'drive', 'growth', 'continue', 'execution', 'milestone', 'serve', 'substantially', 'derisk', 'major', 'project', 'little', 'detail', 'project']
138
138
['update', 'guidance', 'growth', 'capex', 'add', 'noteworthy', 'change', 'slide', 'increase', 'capex', 'initial', 'spending', 'project', 'project', 'atlantic', 'sunrise', 'dalton', 'higher', 'spending', 'reaffirm', 'belief', 'growth', 'potential', 'business', 'within', 'beyond', 'guidance', 'period', 'project', 'list', 'atlantic', 'sunrise', 'dalton', 'transco', 'system', 'continue', 'strong', 'demand', 'services', 'really', 'think', 'positive', 'coming', 'supply', 'market', 'demand']
139
139
140
140
141
141
142
142
143
143
144
144
['project', 'represent', 'vital', 'energy', 'infrastructure', 'design', 'connect', 'surge', 'supply', 'natural', 'marcellus', 'produce', 'region', 'really', 'coming', 'mostly', 'northeastern', 'pennsylvania', 'growing', 'demand', 'center', 'along', 'atlantic', 'seaboard', 'expect', 'bring', 'atlantic', 'sunrise', 'service', 'second', 'course', 'assume', 'necessary', 'regulatory', 'approval', 'receive', 'timely', 'manner']
145
145
146
146
['volume', 'fourth', 'quarter', 'disappoint', 'number', 'reason', 'primarily', 'impact', 'third', 'party', 'outage', 'upstream', 'difficulty', 'deliver', 'product', 'downstream', 'work', 'enjoy', 'mention', 'earlier', 'great', 'volume', 'growth']
147
147
['reaching', 'important', 'milestone', 'keathley', 'canyon', 'gulfstar', 'project', 'rapidly', 'growing', 'northeast', 'business', 'increase', 'gathering', 'volume', 'fourth', 'quarter', 'fourth', 'quarter']
148
148
['compare', 'favorably', 'really', 'whole', 'marcellus', 'volume', 'really', 'growing', 'growing', 'higher', 'broad', 'marcellus', 'growing', 'excite', 'volume', 'reach', 'average', 'course', 'actual', 'volume']
149
149
150
150
151
151
['beyond', 'guidance', 'period', 'really', 'begin', 'effect', 'major', 'project', 'provide', 'visibility', 'continue', 'growth', 'support', 'williams', 'continue', 'strong', 'dividend', 'growth']
152
152
['luxury', 'project', 'leverage', 'competitive', 'advantage', 'selective', 'pursue', 'adjust', 'return', 'project', 'envious', 'position', 'allocate', 'capital', 'really', 'project']
153
153
154
154
['strategically', 'position', 'fast', 'growing', 'production', 'area', 'big', 'challenge', 'marcellus', 'utica', 'exactly', 'kind', 'problem', 'large', 'scale', 'infrastructure', 'strategy', 'design', 'solve']
155
155
['great', 'resource', 'basin', 'need', 'great', 'market', 'access', 'stand', 'pushing', 'major', 'project', 'certainly', 'issue', 'customer', 'ability', 'major', 'commitment', 'complex', 'regulatory', 'structure', 'risk', 'business', 'certainly', 'regulatory', 'complexity', 'taking', 'large', 'scale', 'infrastructure', 'instal', 'barrier', 'growth', 'impediment', 'great', 'opportunity', 'company', 'williams', 'skilled', 'taking', 'large', 'complex', 'project']
156
156
157
157
['commitment', 'regulatory', 'maze', 'mention', 'earlier', 'market', 'really', 'recognize', 'going', 'invest', 'support', 'project', 'atlantic', 'sunrise', 'first', 'major', 'investment', 'coming', 'connect', 'increase', 'market', 'increase', 'supply', 'marcellus']
158
158
159
159
160
160
['delay', 'return', 'plant', 'service', 'complete', 'expansion', 'result', 'variety', 'factor', 'include', 'extend', 'utility', 'primarily', 'things', 'steam', 'electrical', 'system', 'damage', 'severely', 'incident', 'result', 'getting', 'project', 'running', 'without', 'system', 'prove', 'difficult', 'complex', 'base', 'current', 'commodity', 'price', 'assumption', 'continue', 'expect', 'mostly', 'cover', 'financial', 'effect', 'incident', 'exception', '60-day', 'period', 'business', 'interruption', 'insurance', 'kick', 'million', 'deductible', 'primarily', 'associate', 'property', 'damage']
161
161
['move', 'slide', 'talking', 'excite', 'milestone', 'water', 'project', 'course', 'include', 'atlantic', 'segment', 'gulfstar', 'achieve', 'important', 'milestone', 'mooring', 'process', 'gulfstar', 'reach', 'storm', 'status', 'contingency', 'cover', 'relate', 'weather', 'powerful', 'current', 'dramatically', 'reduce']
162
162
['issue', 'getting', 'devil', 'tower', 'originally', 'face', 'pretty', 'current', 'getting', 'facility', 'moor', 'major', 'milestone', 'things', 'going', 'smoothly', 'accelerate', 'schedule', 'gulfstar', 'excite', 'performance', 'gulfstar']
163
163
['expect', 'facility', 'place', 'start', 'production', 'production', 'portion', 'flow', 'dependent', 'start', 'production', 'course', 'everything', 'producer', 'bring', 'production', 'possible']
164
164
['remind', 'gulfstar', 'chevron', 'tubular', 'prospect', 'initially', 'mention', 'earlier', 'later', 'outside', 'guidance', 'period', 'sorry', 'gunflint', 'would', 'expect', 'production', 'commence', 'third', 'quarter']
165
165
166
166
['move', 'summary', 'slide', 'commit', 'strategy', 'intense', 'focus', 'natural', 'super', 'cycle', 'convince', 'really', 'sweet', 'position', 'create', 'value', 'environment']
167
167
168
168
169
169
170
170
['question', 'answer']
171
171
172
172
['olsen', 'tudor', 'pickering']
173
173
174
174
175
175
176
176
['olsen', 'great', 'another', 'question', 'little', 'outlook', 'northeast', 'system', 'specifically', 'really', 'impressive', 'result', 'across', 'river', 'appear', 'potential', 'prospectivity', 'marshall', 'wetzel', 'productive', 'horizon', 'emerge', 'something', 'discuss', 'customer']
177
177
['would', 'production', 'emerge', 'would', 'drier', 'maybe', 'alleviate', 'operational', 'issue', 'especially', 'super', 'system', 'dilute', 'liquid', 'content', 'provide', 'maybe', 'blend', 'stock', 'ethane', 'produce']
178
178
['armstrong', 'first', 'several', 'producer', 'plan', 'utica', 'upper', 'devonian', 'upper', 'devonian', 'provide', 'relief', 'processing', 'company', 'think', 'move', 'dry', 'relief', 'point', 'volume', 'seeing', 'utica', 'would', 'certainly', 'provide', 'sweeping', 'volume', 'reasonable', 'liquid', 'phase', 'pipeline']
179
179
['excite', 'certainly', 'working', 'producer', 'include', 'capital', 'expansion', 'system', 'accommodate', 'higher', 'volume']
180
180
181
181
['armstrong', 'great', 'question', 'constitution', 'issue', 'facing', 'right', 'regulatory', 'issue', 'really', 'relate', 'thing', 'sunrise', 'face', 'regulatory', 'issue']
182
182
['would', 'continue', 'constitution', 'draft', 'thankful', 'continue', 'accelerate', 'project', 'continue', 'certainly', 'discussion', 'communications', 'right', 'answer', 'right', 'solution']
183
183
184
184
185
185
186
186
187
187
['would', 'window', 'probably', 'expect', 'window', 'right', 'start', 'terms', 'course', 'delay', 'beyond', 'dependent', 'ethane', 'ethylene', 'spread', 'range', 'probably', 'around', 'million', 'maybe', 'million', 'expect', 'revenue']
188
188
['stephen', 'maresca', 'thanks', 'million', 'capex', 'higher', 'costs', 'geismar', 'relate', 'repair', 'getting', 'return', 'increase', 'capital', 'spend']
189
189
190
190
['stephen', 'maresca', 'understand', 'move', 'bluegrass', 'push', 'still', 'talking', 'quite', 'favorably', 'project', 'sense', 'producer', 'eventually', 'going', 'willing', 'timing', 'issue', 'causing', 'signing', 'right', 'still', 'giving', 'confidence', 'future']
191
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192
192
193
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['stephen', 'maresca', 'appreciate', 'move', 'bluegrass', 'comment', 'discussion', 'sorban', 'corvex', 'could', 'discussion', 'respect', 'access', 'interest', 'something', 'would', 'ultimately', 'something', 'working', 'towards', 'ultimately']
194
194
['armstrong', 'would', 'think', 'business', 'great', 'business', 'think', 'would', 'great', 'complement', 'williams', 'management', 'standpoint', 'business', 'structure', 'contract', 'focus', 'natural', 'strategy', 'course', 'think', 'fundamentally', 'answer', 'question', 'would', 'towards', 'bringing', 'synergy', 'combining', 'business']
195
195
['another', 'party', 'involve', 'means', 'value', 'trade', 'value', 'trade', 'really', 'make', 'sense', 'shareholder', 'great', 'investment', 'opportunity', 'front', 'right', 'balance', 'answer', 'question', 'right', 'price', 'right', 'timing', 'bigger', 'hurry', 'expensive', 'likely', 'become']
196
196
197
197
['armstrong', 'would', 'describe', 'active', 'discussion', 'would', 'continue', 'study', 'opportunity', 'perspective', 'would', 'suggest', 'active', 'discussion']
198
198
199
199
['armstrong', 'intend', 'waiver']
200
200
201
201
202
202
['rajendran', 'analyst', 'credit', 'suisse', 'couple', 'quick', 'question', 'increase', 'assumption', 'commodity', 'outlook', 'largely', 'unchanged', 'function', 'commodity', 'movement', 'largely', 'netting', 'volume', 'offset', 'could', 'provide', 'color', 'take', 'would', 'helpful']
203
203
['armstrong', 'really', 'offset', 'course', 'higher', 'price', 'reflect', 'current', 'market', 'slightly', 'lower', 'ethylene', 'price', 'course', 'higher', 'natural', 'price', 'mention', 'comment', 'really', 'offset', 'primarily', 'really', 'fairly', 'little', 'movement', 'overall', 'business']
204
204
['rajendran', 'topic', 'ethylene', 'ethane', 'price', 'could', 'little', 'thought', 'margin', 'geismar', 'obviously', 'running', 'ethane', 'spike', 'recently', 'still', 'plenty', 'supply', 'coming', 'online', 'pricing', 'ethylene', 'largely', 'drive', 'crude', 'international', 'crude', 'take', 'thought', 'margin', 'shape']
205
205
206
206
['dearborn', 'petchem', 'services', 'williams', 'williams', 'partner', 'thanks', 'question', 'starting', 'start', 'short', 'ethylene', 'shoulder', 'coming', 'anticipation', 'second', 'quarter', 'turnaround', 'front', 'think', 'three', 'cracker', 'around', 'second', 'quarter', 'industry', 'inventory', 'build', 'inventory', 'estimate', 'build', 'somewhere', 'million', 'pound', 'roughly', 'ethylene', 'need', 'second', 'quarter']
207
207
['think', 'weakening', 'price', 'first', 'quarter', 'expectation', 'second', 'quarter', 'would', 'consider', 'normal', 'latter', 'think', 'playing']
208
208
['ethane', 'think', 'short', 'ethane', 'facing', 'operational', 'difficulty', 'coast', 'mainly', 'relate', 'brine', 'fractionators', 'build', 'coast', 'think', 'folks', 'challenge', 'move', 'inventory', 'around', 'necessary', 'brine', 'difficulty', 'think', 'going', 'clear', 'short', 'period', 'result', 'couple', 'result', 'think', 'going', 'ethane', 'price', 'would', 'normal', 'level', 'gallon', 'range', 'think', 'guidance', 'think', 'take']
209
209
210
210
['rajendran', 'great', 'helpful', 'quick', 'could', 'maybe', 'little', 'recontracting', 'northwest', 'transco', 'pipeline', 'terms', 'renewal', 'think', 'change', 'transportation', 'rates', 'obviously', 'transco', 'running', 'pretty', 'close', 'northwest', 'quite', 'color', 'would', 'helpful']
211
211
212
212
213
213
214
214
['armstrong', 'great', 'thank', 'allison', 'north', 'question', 'northwest']
215
215
216
216
217
217
218
218
219
219
['armstrong', 'month', 'mostly', 'month', 'december', 'christine', 'natrium', 'plant', 'think', 'around', 'vary', 'around', 'million', 'month', 'december']
220
220
221
221
['armstrong', 'limit', 'second', 'commissioning', 'towards', 'first', 'quarter']
222
222
223
223
['armstrong']
224
224
225
225
226
226
['secondly', 'smaller', 'project', 'think', 'great', 'project', 'think', 'need', 'provide', 'underground', 'storage', 'opportunity', 'coast', 'diversity', 'market', 'growing', 'petchem', 'business', 'export', 'opportunity', 'large', 'scale', 'nature', 'protect', 'port', 'would', 'think', 'excite', 'project', 'exist', 'think', 'growth', 'volume', 'certainly', 'dictate', 'solution', 'really', 'deterrent', 'producer', 'commit', 'bluegrass']
227
227
228
228
229
229
230
230
['christine', 'thank']
231
231
232
232
['jeremy', 'tonet', 'analyst', 'jpmorgan', 'chase', 'hope', 'possibly', 'drill', 'little', 'northeast', 'would', 'possible', 'quantify', 'weather', 'impact', 'quarter', 'dollar']
233
233
['armstrong', 'would', 'large', 'actually', 'significant', 'issue', 'break', 'number', 'operational', 'expense', 'write', 'down', 'forth', 'volume', 'impact', 'weather', 'impact', 'though', 'suffer', 'ethane', 'limitation', 'going', 'tetco', 'system', 'without', 'ethane', 'system', 'running', 'constraint', 'tetco', 'impose', 'point', 'beeler', 'connection', 'require', 'curtailment', 'impact', 'volume', 'fourth', 'quarter']
234
234
['jeremy', 'tonet', 'great', 'thank', 'forward', 'wonder', 'could', 'provide', 'color', 'segment', 'ramp', 'expect', 'first', 'quarter', 'similar', 'fourth', 'quarter', 'steady', 'across', 'change', 'given', 'quarter']
235
235
236
236
['though', 'people', 'become', 'accustom', 'looking', 'volume', 'increase', 'really', 'project', 'would', 'cayman', 'system', 'sorry', 'system', 'susquehanna', 'supply', 'cabot', 'volume', 'continue', 'throughout', 'really', 'excite', 'continue', 'growth', 'working', 'infrastructure', 'front', 'growth', 'pretty', 'steady', 'growth', 'pretty', 'steady', 'throughout']
237
237
238
238
239
239
240
240
241
241
242
242
['chappel', 'williams', 'williams', 'partner', 'harry', 'chappel', 'morning', 'certainly', 'policy', 'desire', 'maintain', 'investment', 'grade', 'rating', 'williams', 'think', 'provide', 'flexibility', 'ability', 'opportunistic', 'particularly', 'challenge', 'times', 'yield', 'market', 'lock']
243
243
244
244
['harry', 'mateer', 'thanks', 'follow', 'transco', 'northwest', 'earlier', 'appreciate', 'commentary', 'rolling', 'contract', 'issue', 'getting', 'contract', 'renew', 'extend', 'wonder', 'pricing', 'stable', 'giving', 'pricing', 'tenor']
245
245
246
246
247
247
['armstrong', 'clear', 'discount', 'contract', 'rates', 'getting', 'case', 'firm', 'discount', 'discount', 'production', 'forth']
248
248
['harry', 'mateer', 'great', 'helpful', 'thank']
249
249
250
250
251
251
['chappel', 'would', 'extra', 'still', 'going', 'growth', 'project', 'bluegrass', 'extra', 'reinvested', 'canadian', 'business', 'longer', 'think', 'option', 'things', 'terms', 'investment', 'option', 'continue', 'evaluate', 'think', 'mention', 'early', 'continue', 'evaluate', 'option', 'possibility', 'create', 'additional', 'value']
252
252
253
253
254
254
255
255
256
256
['certainly', 'gunflint', 'tieback', 'boost', 'expect', 'economics', 'gulfstar', 'earlier', 'assumption', 'project', 'assume', 'tieback', 'future', 'earlier', 'expect', 'originally', 'project', 'positive', 'course', 'couple', 'tieback', 'devil', 'tower']
257
257
['front', 'project', 'working', 'reach', 'pretty', 'excite', 'opportunity', 'serve', 'pemex', 'deepwater', 'find', 'remind', 'south', 'perdido', 'perdido', 'foldbelt', 'pipeline', 'serve', 'shell', 'project', 'perdido', 'norte', 'anyway', 'excite', 'interest', 'product', 'capital', 'guidance', 'right', 'enough', 'confidence', 'project', 'point', 'capital', 'embed', 'guidance', 'right']
258
258
['durbin', 'understand', 'leave', 'thank']
259
259
['operator', 'kirst', 'capital']
260
260
['kirst', 'analyst', 'capital', 'market', 'clean', 'question', 'could', 'going', 'bluegrass', 'abandonment', 'abandonment', 'march', 'apply', 'catalyst', 'anyone', 'concern', 'alternative', 'project', 'could', 'color', 'maybe', 'international', 'petchem', 'community', 'going', 'perhaps', 'getting', 'capacity', 'bluegrass']
261
261
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262
262
['think', 'certainly', 'closely', 'boardwalk', 'working', 'manage', 'issue', 'point', 'would', 'likely', 'become', 'issue', 'abandonment', 'order', 'would', 'decision', 'would', 'terms', 'direction']
263
263
['question', 'around', 'international', 'player', 'interest', 'interest', 'would', 'international', 'player', 'think', 'great', 'strategic', 'match', 'terms', 'try', 'accomplish', 'market', 'try', 'present', 'producer', 'northeast', 'would', 'challenge', 'process', 'terms', 'working', 'approval', 'within', 'regulatory', 'anything', 'within', 'governance', 'within', 'large', 'multinational', 'corporation']
264
264
['excite', 'strategy', 'arduous', 'process', 'approval', 'waiting', 'around', 'would', 'waiting', 'around', 'approval', 'move', 'excite', 'talks', 'remain', 'excite', 'strategically', 'execute', 'sometimes', 'party']
265
265
266
266
['armstrong', 'great', 'question', 'going', 'dearborn']
267
267
['dearborn', 'appreciate', 'question', 'second', 'certainly', 'still', 'bright', 'future', 'think', 'exactly', 'right', 'success', 'first', 'ready', 'really', 'second', 'marketplace', 'though', 'continue', 'express', 'great', 'interest', 'partner', 'talking', 'interest', 'second']
268
268
['person', 'interest', 'length', 'folks', 'approach', 'number', 'tune', 'future', 'growth', 'opportunity', 'canadian', 'franchise']
269
269
270
270
['chappel', 'insurer', 'claim', 'think', 'claim', 'file', 'think', 'pretty', 'obviously', 'business', 'interruption', 'mount', 'every', 'month', 'continue', 'update', 'claim', 'process', 'request', 'additional', 'payment', 'take']
271
271
['actual', 'claim', 'base', 'actual', 'losses', 'expect', 'february', 'sometime', 'february', 'march', 'march', 'price', 'market', 'therefore', 'basis', 'claim', 'periodically']
272
272
['kirst', 'excellent', 'appreciate', 'color']
273
273
['operator', 'craig', 'shere', 'tuohy', 'brother']
274
274
['craig', 'shere', 'analyst', 'tuohy', 'brother', 'couple', 'question', 'comment', 'couple', 'times', 'mind', 'transformational', 'opportunity', 'emphasize', 'giving', 'investment', 'grade', 'credit', 'rating', 'note', 'level', 'already', 'speak', 'first', 'question', 'ongoing', 'internal', 'discussion', 'discussion', 'investor', 'ongoing', 'issue', 'something', 'catalyst']
275
275
276
276
277
277
['think', 'align', 'corvex', 'sorban', 'terms', 'looking', 'great', 'value', 'think', 'perspective', 'value', 'relative', 'marking', 'peer', 'growth', 'story', 'business', 'ought', 'getting', 'value', 'better', 'peer', 'peer', 'think', 'value', 'share', 'perspective', 'align', 'continue', 'anybody', 'idea', 'could', 'achieve', 'value']
278
278
279
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298
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341
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342
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343
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344
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346
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350
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361
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367
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386
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387
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400
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401
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402
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403
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406
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407
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409
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410
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412
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414
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418
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419
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421
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422
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425
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426
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428
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430
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434
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439
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440
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441
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453
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455
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458
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464
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472
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475
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477
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478
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490
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497
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502
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504
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508
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509
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511
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515
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520
520
['significant', 'assets', 'rockies', 'growth', 'rockies', 'flatten', 'mackenzie', 'belief', 'latter', 'decade', 'growth', 'rockies', 'rockies', 'hydrocarbon', 'formation', 'mancos', 'niobrara', 'outstanding', 'infrastructure', 'rockies', 'enable', 'supply', 'market', 'pretty', 'quickly', 'effectively']
521
521
['position', 'basin', 'certainly', 'expect', 'growth', 'horizon', 'opening', 'continue', 'stability', 'perhaps', 'growth', 'basin', 'assets', 'mexico', 'onshore', 'offshore', 'markham', 'asset', 'southwest', 'texas', 'taking', 'offshore', 'eagle', 'processing']
522
522
['worth', 'basin', 'access', 'player', 'exposure', 'worth', 'barnett', 'shale', 'access', 'going', 'still', 'significant', 'production', 'minimum', 'volume', 'commitment', 'continent', 'access', 'player', 'enjoy', 'minimum', 'volume', 'commitment', 'significant', 'volume']
523
523
['coast', 'williams', 'access', 'participate', 'williams', 'transco', 'midstream', 'operations', 'offshore', 'coast', 'access', 'exposure', 'eagle', 'access', 'exposure', 'permian', 'williams', 'williams', 'affiliate', 'include', 'access', 'exposure', 'major', 'basin', 'williams', 'exposure', 'sands', 'canada']
524
524
['demand', 'along', 'supply', 'mackenzie', 'growth', 'really', 'happening', 'going', 'really', 'strong', 'growth', 'growth', 'period', 'power', 'generation', 'needle', 'mover', 'lesser', 'extent', 'industrial', 'export', 'transport', 'add', 'given', 'natural', 'price', 'crude', 'basis', 'inexpensive', 'twice', 'clean', 'enormous', 'growth', 'natural', 'demand', 'plenty', 'supply', 'happen']
525
525
['right', 'middle', 'certainly', 'supply', 'demand', 'need', 'infrastructure', 'business', 'natural', 'liquid', 'expect', 'blistering', 'market', 'outlet', 'announcement', 'number', 'cracker', 'consume', 'ethane', 'considerably', 'oversupplied', 'expect', 'cracker', 'start', 'online', 'beyond', 'really', 'supply', 'provide', 'product', 'world', 'need', 'attractive', 'costs']
526
526
['propane', 'finding', 'market', 'export', 'sizable', 'export', 'terminal', 'build', 'plan', 'include', 'williams', 'plant', 'export', 'terminal', 'relate', 'bluegrass', 'growing', 'outlet', 'propane', 'butane', 'likely', 'export', 'market', 'growth', 'stream', 'really', 'growing', 'million', 'barrels', 'million', 'barrels', 'decade', 'right', 'middle', 'business', 'present', 'powerful', 'growth', 'engine', 'company', 'industry']
527
527
['specific', 'project', 'present', 'every', 'quarter', 'really', 'update', 'investor', 'specific', 'investing', 'divide', 'business', 'segment', 'northeast', 'atlantic', 'petchem', 'finally', 'williams', 'directly', 'own', 'assets', 'petchem', 'include', 'investment', 'making', 'since', 'finance', 'separately', 'williams', 'nonetheless', 'williams', 'enjoy', 'uplift', 'unit']
528
528
['northeast', 'significant', 'investment', 'period', 'total', 'billion', 'addition', 'invest', 'previous', 'period', 'significant', 'investment', 'continue', 'valley', 'midstream', 'liquid', 'condensate', 'start', 'problem', 'around', 'facility', 'design', 'handle', 'complete', 'facility', 'need', 'substantially', 'increase', 'volume', 'express', 'growth', 'expect', 'think', 'present', 'realistic', 'terms', 'facility', 'producer', 'volume']
529
529
['susquehanna', 'supply', 'northeast', 'pennsylvania', 'volume', 'growth', 'tremendous', 'exceed', 'expectation', 'billion', 'capital', 'invest', 'growth', 'horizon', 'volume', 'market']
530
530
['utica', 'enter', 'utica', 'caiman', 'acquisition', 'joint', 'venture', 'caiman', 'management', 'private', 'equity', 'investor', 'turn', 'joint', 'venture', 'along', 'dominion', 'rename', 'racer', 'million', 'expect', 'investment', 'period', 'expect', 'establish', 'strong', 'position', 'utica', 'racer', 'three', 'river', 'midstream', 'arrangement', 'shell', 'fairly', 'fairly', 'modest', 'terms', 'initial', 'ambition', 'ambitious', 'beyond']
531
531
532
532
['enjoy', 'whole', 'right', '600,000', 'acres', 'process', 'working', 'chevron', 'restructure', 'contract', 'provide', 'greater', 'incentive', 'drill', 'shift', 'whole', 'right', 'williams', 'enjoy', 'base']
533
533
534
534
535
535
536
536
537
537
538
538
539
539
['constitution', 'pipeline', 'project', 'spawn', 'gathering', 'business', 'susquehanna', 'county', 'bring', 'transco', 'really', 'build', 'bring', 'customer', 'partner', 'interest', 'partner', 'investment', 'million', 'expect', 'service', 'second', 'quarter', 'toward', 'expect', 'preliminary', 'perhaps', 'early', 'month', 'looking', 'final', 'environmental', 'impact', 'statement', 'month', 'following', 'certificate', 'proceed', 'shortly', 'thereafter', 'excite', 'project', 'move', 'susquehanna', 'county', 'north', 'iroquois']
540
540
541
541
542
542
543
543
544
544
['canadian', 'project', 'disclose', 'update', 'process', 'seeking', 'partner', 'negotiation', 'couple', 'potential', 'partner', 'really', 'narrowing', 'field', 'try', 'toward', 'base', 'largely', 'base', 'arrangement', 'cite', 'derivative', 'plant', 'neighborhood', 'transportation', 'costs', 'reduce', 'would', 'hopeful', 'announce', 'something', 'front', 'first']
545
545
['upgrader', 'contract', 'move', 'forward', 'asset', 'package', 'outline', 'point', 'think', 'project', 'project', 'would', 'occur', 'following', 'completion', 'place', 'service', 'petchem', 'pipeline', 'buy', 'pipeline', 'along', 'coast', 'olefin', 'continue', 'build', 'pipeline', 'system', 'proprietary', 'pipeline', 'system', 'access', 'customer', 'product', 'across', 'coast', 'competitive', 'advantage']
546
546
['array', 'project', 'service', 'extend', 'cycle', 'growth', 'project', 'slide', 'highlight']
547
547
548
548
['footprint', 'marcellus', 'million', 'acres', 'dedicate', '236,000', 'acres', 'rich', 'nation', 'expect', 'things', 'despite', 'early', 'challenge', 'susquehanna', 'county', '150,000', 'acres', 'dedication', 'three', 'river', '275,000', 'almost', 'million', 'acres', 'directly', 'marcellus', 'utica', 'another', 'million', 'acres', 'racer', 'acreage', 'dedication', 'announce', 'total', 'almost', 'million', 'acres', 'asset', 'billion', 'strategic', 'entry', 'really', 'level', 'profitability', 'return', 'capital']
549
549
['terms', 'volume', 'focus', 'track', 'record', 'driver', 'really', 'southeast', 'excuse', '--north', 'pennsylvania', 'lesser', 'extent', 'others', 'move', 'right', 'slide', 'northeast', 'pennsylvania', 'purple', 'color', 'big', 'component', 'big', 'driver', 'lesser', 'extent']
550
550
551
551
552
552
553
553
554
554
['eastern', 'mexico', 'major', 'facility', 'current', 'focus', 'gulfstar', 'predesigned', 'floating', 'production', 'system', 'along', 'pipeline', 'service', 'mention', 'august', 'anchor', 'substantial', 'demand', 'payment', 'volumetric', 'payment']
555
555
['model', 'gulfstar', 'project', 'tieback', 'addition', 'anchor', 'tenant', 'anchor', 'field', 'expectation', 'would', 'additional', 'business', 'working', 'expect', 'tieback', 'sooner', 'originally', 'expect', 'greater', 'enhance', 'return', 'originally', 'expect', 'prospect', 'neighborhood', 'devil', 'tower', 'gulfstar', 'reason', 'believe', 'continue', 'successful', 'drilling', 'pick', 'macondo']
556
556
557
557
558
558
559
559
['already', 'mention', 'south', 'pipeline', 'relate', 'fractionation', 'storage', 'export', 'capability', 'important', 'element', 'producer', 'coast', 'pipeline', 'system', 'olefin', 'around', 'coast', 'product', 'market', 'provide', 'optionality', 'customer', 'looking', 'service', 'think', 'quick', 'large', 'scale', 'solution', 'think', 'greatest', 'certainty', 'towards', 'large', 'scale', 'solution', 'given']
560
560
['terms', 'financial', 'growth', 'growth', 'period', 'basically', 'ebitda', 'billion', 'going', 'almost', 'billion', 'move', 'almost', 'billion']
561
561
['right', 'distribution', 'williams', 'period', 'green', 'really', 'distribution', 'williams', 'light', 'green', 'distribution', 'williams', 'growth', 'translate', 'light', 'distribution', 'additional', 'unit', 'taking', 'canadian', 'transactions', 'powerful', 'growth', 'williams', 'attractive', 'growth']
562
562
563
563
564
564
['wrap', 'middle', 'natural', 'super', 'cycle', 'williams', 'position', 'interest', 'directly', 'own', 'assets', 'really', 'benefit', 'table', 'dividend', 'payout', 'ratio', 'growth', 'think', 'reward', 'investor', 'coming', 'years']
565
565
['pause', 'question']
566
566
567
567
['payne', 'quick', 'question', 'bluegrass', 'number', 'number', 'going', 'construction', 'third', 'percentage', 'project', 'volume', 'initially', 'anyway', 'hurdle', 'third', 'party', 'obviously', 'forward']
568
568
['chappel', 'bluegrass', '50/50', 'boardwalk', 'boardwalk', 'parent', '50/50', 'boardwalk', 'speaking', 'williams', 'interest', 'bringing', 'additional', 'partner', 'partner', 'financing', 'partner', 'operate', 'partner', 'financing', 'partner', 'provide', 'capital', 'lighten', 'financial', 'excite', 'opportunity', 'ahead']
569
569
['terms', 'volume', 'significant', 'volume', 'significant', 'growing', 'volume', 'acreage', 'nowhere', 'sufficient', 'really', 'anchor', 'project', 'think', 'earlier', 'announce', 'commitment', 'chesapeake', 'prospect', 'really', 'broad', 'customer', 'looking', 'really', 'support', 'project']
570
570
571
571
['chappel', 'williams', 'drive', 'construction', 'pipeline', 'discussion', 'exactly', 'fractionation', 'think', 'boardwalk']
572
572
573
573
574
574
['chappel', 'would', 'already', 'move', 'direction', 'except', 'class', 'problem', 'extraordinary', 'canadian', 'assets', 'bluegrass', 'project', 'certainly', 'quite', 'attractive', 'probably', 'plate', 'thought', 'affordable', 'sooner', 'rather', 'later', 'still']
575
575
['present', 'challenge', 'terms', 'taking', 'advantage', 'project', 'thought', 'bringing', 'additional', 'partner', 'overstress', 'capacity', 'raise', 'capital', 'require', 'williams', 'equity', 'raise', 'try', 'avoid', 'williams', 'equity', 'raise', 'try', 'stress', 'raising', 'capital', 'try', 'something', 'class', 'problem', 'terms', 'opportunity', 'valuation']
576
576
577
577
578
578
579
579
580
580
581
581
582
582
['information', 'contain', 'event', 'transcript', 'textual', 'representation', 'applicable', 'company', 'conference', 'effort', 'provide', 'accurate', 'transcription', 'material', 'error', 'omission', 'inaccuracy', 'reporting', 'substance', 'conference', 'call', 'thomson', 'financial', 'applicable', 'company', 'applicable', 'company', 'assume', 'responsibility', 'investment', 'decision', 'base', 'information', 'provide', 'event', 'transcript', 'user', 'advise', 'review', 'applicable', 'company', 'conference', 'applicable', 'company', 'filing', 'making', 'investment', 'decision']
583
584
584
['december']
585
586
586
587
588
588
589
590
590
['publication', 'transcript']
591
592
592
593
593
594
595
595
596
597
597
['return']
598
599
599
600
601
602
602
603
604
604
605
606
606
607
608
608
['length', 'words']
609
610
610
611
611
['chappel']
612
612
['williams', 'partner']
613
613
['conference', 'participant']
614
614
['chris', 'sighinolfi']
615
615
['jefferies', 'analyst']
616
616
['presentation']
617
617
['chris', 'sighinolfi', 'analyst', 'jefferies', 'thanks', 'appropriate', 'williams', 'following', 'boardwalk', 'presentation', 'given', 'prior', 'commentary', 'inaudible', 'follow']
618
618
619
619
['chappel', 'williams', 'partner', 'thanks', 'chris', 'delight', 'crowd', 'spotlight', 'light']
620
620
621
621
622
622
623
623
['acquisition', 'interest', 'access', 'midstream', 'general', 'partner', 'think', 'bargain', 'value', 'move', 'incredibly', 'guess', 'month', 'really', 'excite', 'williams', 'place', 'interest', 'really', 'leading', 'position']
624
624
625
625
626
626
['driving', 'natural', 'supply', 'natural', 'liquid', 'supply', 'mackenzie', 'chart', 'show', 'years', 'really', 'increase', 'increase', 'volume', 'show', 'volume', 'locate']
627
627
['right', 'chart', 'take', 'liberty', 'express', 'williams', 'partner', 'access', 'exposure', 'northeast', 'growth', 'marcellus/', 'utica', 'several', 'years', 'williams', 'williams', 'partner', 'access', 'active', 'additional', 'investment', 'joint', 'venture', 'call', 'racer', 'racer', 'would', 'caiman', 'partnership', 'dominion', 'northeast', 'really', 'excite']
628
628
['rockies', 'legacy', 'large', 'scale', 'position', 'rockies', 'going', 'right', 'certainly', 'hydrocarbon', 'rockies', 'development', 'around', 'mancos', 'niobrara', 'distant', 'future', 'excite', 'williams', 'williams', 'partner', 'access']
629
629
630
630
631
631
632
632
['participation', 'major', 'supply', 'basin', 'north', 'america', 'think', 'meaningful', 'diversity', 'customer', 'resource', 'going', 'demand', 'match', 'supply', 'mackenzie', 'recent', 'subject', 'growth', 'move', '60-plus', 'growth', 'area', 'growth', 'industrial', 'power', 'increasingly', 'export', 'area', 'demand', 'growth']
633
633
['slide', 'growth', 'think', 'would', 'maybe', 'quite', 'reliably', 'growth', 'enormous', 'amount', 'growth', 'little', 'difficult', 'predict', 'exact', 'nonetheless', 'growth', 'building', 'facility', 'advantage', 'market', 'include', 'export', 'market']
634
634
635
635
636
636
['growth', 'laurel', 'mountain', 'enter', 'southwestern', 'pennsylvania', 'small', 'acquisition', 'atlas', 'grow', 'nicely', 'acquire', 'caiman', 'rename', 'valley', 'midstream', 'expectation', 'disappoint', 'growth', 'think', 'problem', 'making', 'infrastructure', 'match', 'amount', 'condensate', 'liquid', 'mountain', 'terrain', 'temperature', 'really', 'redesign', 'infrastructure', 'process', 'putting', 'place', 'getting', 'track', 'disappointment', 'think', 'geology', 'sitting', 'dedication', 'still', 'attractive', 'ultimately', 'going', 'volume', 'develop', 'albeit', 'slow', 'originally', 'expect']
637
637
['investment', 'caiman', 'found', 'utica', 'racer', 'developing', 'nicely', 'sign', 'shell', 'develop', 'together', 'acreage']
638
638
639
639
['maybe', 'petchem', 'tragic', 'accident', 'geismar', 'cracker', 'process', 'recover', 'expand', 'facility', 'currently', 'estimate', 'facility', 'april', 'tragic', 'accident', 'certainly', 'something', 'would', 'repeat', 'expect', 'insurance', 'cover', 'substantial', 'portion', 'losses', 'losses', 'uninsured', 'fairly', 'modest', 'comparison', 'entire', 'tune', 'continue', 'update', 'guidance', 'looking', 'april', 'return', 'service', 'expand', 'facility', 'looking', 'substantial', 'amount', 'insurance', 'recovery', 'mitigate', 'losses']
640
640
641
641
642
642
643
643
['finally', 'comment', 'number', 'canadian', 'project', 'processor', 'serving', 'canadian', 'sands', 'upgrade', 'contract', 'suncor', 'pipeline', 'fractionator', 'experience', 'ethane', 'sales', 'contract', 'competitive', 'advantage', 'sign', 'contract', 'serve', 'facility', 'expect', 'syncrude', 'customer', 'distant', 'future']
644
644
['finally', 'facility', 'announce', 'process', 'bringing', 'partner', 'facility', 'negotiation', 'couple', 'potential', 'counterparties', 'derivative', 'adjacent', 'facility', 'position', 'facility', 'underwrite', 'base', 'contract', 'williams']
645
645
['final', 'canada', 'decision', 'announce', 'couple', 'week', 'current', 'operate', 'assets', 'canada', 'exchange', 'unit', 'opaque', 'nature', 'target']
646
646
647
647
['laurel', 'mountain', 'midstream', 'would', 'laurel', 'mountain', 'commit', 'chevron', 'atlas', 'atlas', 'commit', '525,000', 'acres', 'laurel', 'mountain', 'joint', 'venture', 'chevron', 'subsequently', 'buy', 'atlas', 'company', 'join', 'partner', 'laurel', 'mountain', 'midstream', '525,000', 'acres', 'include', 'acreage', 'southwest', 'pennsylvania', 'acreage', 'northwest', 'pennsylvania', 'acreage', 'partnership', 'williams', 'partner', 'interest', 'right', 'acreage', 'create', 'situation', 'chevron', 'enthusiastic', 'drilling', 'given', 'stake', 'liquid', 'process', 'renegotiate', 'contract', 'liquid', 'exchange', 'base', 'contract', 'commitment', 'drill', 'would', 'expect', 'would', 'dedicate', 'bluegrass', 'pipeline', 'trade']
648
648
['move', 'valley', 'midstream', 'virginia', 'terrific', 'geology', 'lucrative', 'believe', 'nation', 'terms', 'drilling', 'think', 'jefferies', 'would', 'agree', 'start', 'challenge', 'redesign', 'system', 'production', 'significantly']
649
649
['million', 'level', 'think', 'target', 'million', 'million', 'believe', 'three', 'river', 'joint', 'venture', 'shell', 'nothing', 'flowing', 'looking', 'build', 'processing', 'plant', 'things', 'continue', 'mention', 'interest', 'acreage', 'utica', 'marcellus', 'racer']
650
650
['total', 'nearly', 'million', 'acres', 'significant', 'investment', 'include', 'transco', 'system', 'enjoy', 'growth', 'northeast', 'terms', 'northeast', 'volume', 'area', 'driving', 'laurel', 'mountain', 'first', 'growth', 'several', 'quarters', 'follow', 'modest', 'amount', 'growth', 'couple', 'years', 'exclude', 'drilling', 'reference', 'would', 'expect', 'latter', 'guidance', 'period', 'purplish', 'color', 'seeing', 'susquehanna', 'county', 'enormous', 'amount', 'growth']
651
651
652
652
653
653
['couple', 'current', 'project', 'prospect', 'mexico', 'really', 'transco', 'project', 'exception', 'constitution', 'brand', 'pipeline', 'number', 'customer', 'commissioning', 'bring', 'market', 'provide', 'outlet', 'market', 'develop', 'northeast', 'pennsylvania']
654
654
655
655
656
656
['happening', 'central', 'mexico', 'mention', 'keathley', 'canyon', '200-mile', 'subsea', 'pipeline', 'million', 'capacity', 'expect', 'service', 'fourth', 'quarter', 'excite', 'project', 'neighborhood', 'give', 'prospect', 'future', 'place', 'service', 'excite', 'project', 'give', 'unique', 'capability', 'neighborhood', 'prospect', 'prospect']
657
657
658
658
659
659
660
660
['develop', 'relationship', 'extract', 'ethane', 'stream', 'ethane', 'contract', 'floor', 'price', 'capital', 'return', 'ethane', 'upside', 'base', 'ethane', 'price', 'turn', 'opportunity', 'announce', 'contract', 'service', 'significantly', 'expand', 'processing', 'pipeline', 'serve', 'expand', 'fractionator']
661
661
662
662
['canadian', 'propane', 'excess', 'supply', 'given', 'enough', 'propane', 'exporting', 'propane', 'propane', 'alberta', 'fairly', 'discount', 'expect', 'remain', 'discount', 'extend', 'period', 'opportunity', 'margin', 'propylene', 'working', 'project', 'mention', 'working', 'derivative', 'plant']
663
663
['sands', 'volume', 'think', 'pretty', 'quickly', 'amount', 'theoretically', 'available', 'processing', 'guidance', 'actually', 'growth', 'without', 'upgraders']
664
664
['going', 'think', 'touch', 'bluegrass', 'move', 'northeast', 'coast', 'large', 'scale', 'fractionation', 'storage', 'export', 'terminal', 'already', 'talk', 'advantage', 'project']
665
665
666
666
['contribute', 'excess', 'expect', 'williams', 'result', 'contribution', 'contribution', 'dividend', 'growth']
667
667
668
668
['thomson', 'financial', 'reserves', 'right', 'change', 'document', 'content', 'information', 'without', 'obligation', 'notify', 'person', 'change']
669
669
670
670
671
672
672
['november']
673
674
674
['language', 'english']
675
676
676
['transcript', '111213a5220771.771']
677
678
678
['publication', 'transcript']
679
680
680
681
681
['right', 'reserve']
682
683
683
684
685
685
['return']
686
687
687
['focus', 'document']
688
689
690
690
['disclosure']
691
692
692
['october', 'thursday']
693
694
694
695
696
696
697
698
698
['corporate', 'participant']
699
699
['porter']
700
700
['williams', 'company']
701
701
['armstrong']
702
702
['williams', 'company', 'president']
703
703
704
704
705
705
['frank', 'billings']
706
706
707
707
708
708
['williams', 'company', 'petchem', 'services']
709
709
['allison', 'bridges']
710
710
711
711
['miller']
712
712
['williams', 'company', 'atlantic', 'operate']
713
713
['conference', 'participant']
714
714
['christine']
715
715
['barclays', 'capital', 'analyst']
716
716
['holly', 'stewart']
717
717
718
718
719
719
720
720
721
721
['goldman', 'sachs', 'analyst']
722
722
['kirst']
723
723
724
724
['bradley', 'olsen']
725
725
['tudor', 'pickering', 'security', 'analyst']
726
726
['launer']
727
727
728
728
729
729
['capital', 'advisor', 'analyst']
730
730
['selman', 'akyol']
731
731
732
732
['presentation']
733
733
734
734
['porter', 'williams', 'company', 'thank', 'devona', 'morning', 'welcome', 'always', 'thank', 'interest', 'williams', 'williams', 'partner', 'yesterday', 'afternoon', 'release', 'financial', 'result', 'post', 'several', 'important', 'item', 'website', 'item', 'include', 'yesterday', 'press', 'release', 'relate', 'schedule', 'accompany', 'analyst', 'package', 'slide', 'president', 'armstrong', 'speak', 'momentarily', 'update', 'book', 'contain', 'detail', 'information', 'regard', 'various', 'aspect', 'business']
735
735
736
736
737
737
['armstrong', 'president', 'williams', 'company', 'great', 'morning', 'everyone', 'thank', 'starting', 'slide', 'cover', 'think', 'really', 'depict', 'tremendous', 'amount', 'activity', 'construction', 'project', 'development', 'going', 'right', 'company', 'currently', 'manage', 'certainly', 'support', 'tremendous', 'growth', 'support', 'dividend', 'growth', 'think', 'important', 'heavy', 'capex', 'burden', 'weigh', 'heavy', 'coverage', 'super', 'cycle', 'investment', 'opportunity', 'thrill', 'right']
738
738
739
739
740
740
741
741
742
742
743
743
744
744
['addition', 'despite', 'tremendous', 'amount', 'development', 'effort', 'going', 'growing', 'business', 'control', 'continue', 'lower', 'comparison', 'compare', 'drive', 'million', 'increase', 'base', 'revenue', 'primarily', 'drive', 'tremendous', 'growth', 'northeast', 'transco', 'perspective', 'means', 'increase', 'base', 'revenue', 'offset', 'decline', 'margin', 'period', 'something', 'excite', 'million', 'reduction', 'tremendous', 'growth', 'across', 'system']
745
745
['additionally', 'maintenance', 'capex', 'million', 'compare', 'still', 'spending', 'million', 'maintenance', 'capital', 'expenditure', 'certainly', 'compare', 'driver', 'spending', 'asset', 'integrity', 'clean', 'issue', 'relate', 'pipeline', 'addition', 'maintenance', 'capital', 'midstream', 'assets', 'actually', 'significantly', 'drive', 'lower', 'connect', 'costs', 'making', 'smart', 'consolidation', 'retire', 'older', 'higher', 'assets', 'lybrook', 'complex', 'corner', 'allow', 'obviously', 'spend', 'money', 'maintain', 'assets']
746
746
['continue', 'invest', 'require', 'maintain', 'reliable', 'assets', 'invest', 'segment', 'profit', 'pipe', 'proper', 'maintenance', 'major', 'pipeline', 'transco', 'northwest', 'pipeline']
747
747
['negative', 'quarter', 'certainly', 'contribution', 'geismar', 'facility', 'contribute', 'million', 'quarter', 'represent', 'period', 'waiting', 'period', 'plan', 'turnaround', 'slide', 'really', 'detail', 'works', 'certainly', 'fairly', 'complex', 'accounting', 'geismar', 'impact', 'think', 'really', 'important', 'geismar', 'growth', 'million', 'improvement', 'geismar', 'quarter', 'really', 'truly', 'strong', 'quarter']
748
748
['slide', 'move', 'slide', 'impact', 'geismar', 'focus', 'attention', 'million', 'bottom', 'second', 'column', 'represent', 'negative', 'impact', 'delta', 'estimate', 'would', 'quarter', 'versus', 'would', 'geismar', 'would', 'running', 'normal', 'basis', 'expansion', 'simple', 'chart', 'think', 'business', 'million', 'impact', 'expansion', 'waiting', 'period', 'account', 'total', 'million', 'impact', 'turnaround', 'amount', 'million', 'impact', 'looking', 'right', 'column']
749
749
['really', 'profit', 'third', 'quarter', 'associate', 'business', 'interruption', 'claim', 'submit', 'third', 'quarter', 'combine', 'receipt', 'actual', 'insurance', 'payment', 'million', 'relate', 'incident', 'third', 'quarter', 'allow', 'record', 'million', 'third', 'quarter', 'slide', 'handle', 'accounting', 'adjust', 'numbers', 'provide', 'additional', 'detail', 'appendix', 'anyway', 'fairly', 'complex', 'bottom', 'think', 'geismar', 'third', 'quarter', 'total', 'million', 'offset', 'million', 'record', 'quarter']
750
750
['move', 'slide', 'little', 'detail', 'canadian', 'asset', 'certainly', 'excite', 'announce', 'really', 'come', 'start', 'expansion', 'ethane', 'ethylene', 'recovery', 'facility', 'operation', 'mcmurray', 'pretty', 'window', 'tranche', 'assets', 'canadian', 'sorry', 'horizon', 'facility', 'facility', 'window', 'assets', 'flowing', 'exist', 'assets', 'flowing']
751
751
752
752
['expect', 'million', 'assets', 'thing', 'think', 'really', 'unique', 'assets', 'require', 'though', 'typical', 'processing', 'plant', 'fractionation', 'tremendous', 'resource', 'upstream', 'invest', 'upgraders', 'really', 'little', 'capital', 'require', 'assets', 'coming', 'assets', 'partly', 'connect', 'costs', 'secure', 'supply', 'assets', 'partly', 'assets', 'relatively', 'expand', 'assets', 'years']
753
753
['excite', 'funding', 'taking', 'unit', 'transaction', 'coverage', 'project', 'continue', 'support', 'industry', 'leading', 'dividend', 'growth', 'beyond', 'unit', 'convert', 'another', 'certainly', 'unit', 'coverage', 'think', 'really', 'smart', 'transaction', 'bridge', 'tremendous', 'amount', 'capital', 'investment', 'making', 'period', 'billion', 'really', 'start', 'beyond']
754
754
755
755
['another', 'really', 'important', 'point', 'would', 'slide', 'project', 'horizon', 'project', 'certainly', 'spending', 'dollar', 'project', 'potentially', 'syncrude', 'processing', 'expansion', 'stay', 'great', 'future', 'candidate']
756
756
757
757
['move', 'slide', 'impressive', 'story', 'growth', 'really', 'increase', 'million', 'billion', 'going', 'million', 'billion', 'another', 'million', 'versus', 'billion', 'impressive', 'growth', 'going', 'space', 'would', 'couple', 'point', 'first', 'coverage', 'ratio', 'assume', 'distribution', 'increase', 'coverage', 'distribution', 'growth', 'importantly', 'assume', 'additional', 'waiver']
758
758
['really', 'working', 'position', 'coverage', 'ratio', 'comfortable', 'certainly', 'canadian', 'reduction', 'growth', 'tool', 'employ', 'accomplish', 'driver', 'throughout', 'entire', 'period', 'tremendous', 'amount', 'portfolio', 'project', 'build', 'right']
759
759
['going', 'note', 'confusion', 'think', 'waiver', 'little', 'clear', 'planning', 'using', 'million', 'million', 'previously', 'announce', 'would', 'contribute', 'million', 'waiver', 'require', 'maintain', 'coverage', 'ratio', 'better', 'expect', 'performance', 'third', 'quarter', 'throughout', 'balance', 'think', 'contribute', 'anymore', 'another', 'million', 'million', 'forth', 'anyway']
760
760
761
761
762
762
763
763
764
764
['growth', 'depict', 'exposure', 'economic', 'exposure', 'racer', 'include', 'growth', 'three', 'river', 'still', 'showing', 'growth', 'period', 'lower', 'pretty', 'significantly', 'primary', 'driver', 'private', 'equity', 'group', 'invest', 'party', 'chevron', 'statoil', 'would', 'patient', 'investor', 'think', 'waiting', 'infrastructure', 'available', 'market', 'think', 'obviously', 'great', 'customer', 'bluegrass', 'going', 'resource', 'product', 'market', 'market', 'aggressive', 'drilling', 'program', 'really', 'major', 'change', 'shift', 'aggressive', 'independent', 'own', 'resource', 'patient', 'investor', 'chevron', 'statoil']
765
765
['move', 'slide', 'various', 'accomplishment', 'things', 'continue', 'certainly', 'bluegrass', 'season', 'continue', 'growth', 'transco', 'highlight', 'would', 'point', 'atlantic', 'sunrise', 'season', 'overwhelm', 'guess', 'describe', 'really', 'excite', 'response', 'quickly', 'going', 'bring', 'closure', 'given', 'strong', 'response', 'position', 'figure', 'going', 'project', 'demand', 'excite', 'development', 'period']
766
766
767
767
768
768
['move', 'closing', 'slide', 'remind', 'relative', 'natural', 'infrastructure', 'super', 'cycle', 'think', 'right', 'place', 'commodity', 'think', 'compare', 'crude', 'commodity', 'going', 'continue', 'drive', 'demand', 'ultimately', 'demand', 'going', 'drive', 'continue', 'supply', 'growth', 'really', 'bullish', 'situation', 'going', 'continue', 'invest', 'heavily', 'space', 'opportunity', 'build', 'major', 'infrastructure', 'decade', 'build', 'intend', 'heavy', 'investment', 'cycle', 'opportunity', 'present']
769
769
770
770
771
771
772
772
['christine', 'analyst', 'barclays', 'capital', 'morning', 'everyone']
773
773
['porter', 'morning', 'christine']
774
774
['christine', 'quarter', 'guide', 'towards', 'million', 'million', 'segment', 'profit', 'petchem', 'services', 'reconcile', 'number', 'million', 'number', 'drive', 'higher', 'propylene', 'price', 'using', 'commodity', 'assumption']
775
775
776
776
['christine', 'think', 'potential', 'timing', 'additional', 'down', 'canada', 'processing', 'contract', 'maybe', 'facility', 'maybe', 'bluegrass', 'would', 'generate', 'beginning', 'would', 'little', 'mature']
777
777
778
778
779
779
['chappel', 'expect', 'think', 'record', 'provision', 'million', 'tax', 'million', 'really', 'acceleration', 'expect', 'point', 'repatriation', 'accelerate', 'tax', 'million']
780
780
781
781
782
782
783
783
['frank', 'billings', 'northeastern', 'gathering', 'processing', 'williams', 'company', 'frank', 'think', 'relative', 'northeast', 'volume', 'would', 'probably', 'derisked', 'really', 'would', 'primary', 'factor', 'would', 'really', 'volume', 'growth', 'basically', 'anticipate', 'producer', 'project', 'expect', 'rolling', 'drilling', 'plan', 'forward']
784
784
['quarter', 'quarter', 'look', 'pretty', 'significant', 'increase', 'quarter', 'quarter', 'segment', 'costs', 'expense', 'around', 'million', 'number', 'million', 'adjustment', 'contingent', 'liability', 'book', 'repair', 'third', 'quarter', 'write', 'investment', 'start', 'undertake', 'follow', 'change', 'project', 'scopes', 'costs', 'capitalize', 'expense', 'think', 'going', 'forward', 'third', 'quarter']
785
785
786
786
787
787
['chappel', 'christine', 'insurance', 'policy', 'provide', 'coverage', 'terms', 'value', 'production', 'calculate', 'production', 'market', 'price', 'basis', 'claim', 'respect', 'pipeline', 'something', 'continue', 'study', 'determine', 'effects', 'pause', 'perhaps', 'anything', 'regard', 'pricing', 'pipeline']
788
788
['christine', 'going', 'getting', 'belvieu', 'pricing', 'louisiana', 'pricing', 'spread', 'point', 'check']
789
789
['dearborn', 'petchem', 'services', 'williams', 'company', 'perhaps', 'comment', 'dearborn', 'dynamics', 'market', 'plant', 'chevron', 'evangeline', 'pipeline', 'service', 'texas', 'market', 'length', 'louisiana', 'short', 'always', 'driving', 'premium', 'market']
790
790
791
791
792
792
['chappel', 'remind', 'everyone', 'pipeline', 'outage', 'short', 'issue', 'expect', 'extend']
793
793
794
794
['operator', 'holly', 'stewart', 'howard']
795
795
796
796
797
797
798
798
799
799
['think', 'pipeline', 'transco', 'plenty', 'support', 'infrastructure', 'debottleneck', 'system', 'carry', 'market', 'south', 'certainly', 'atlantic', 'sunrise', 'season', 'indicative', 'course', 'constitution', 'project', 'think', 'alleviate', 'challenge', 'northeast']
800
800
801
801
['holly', 'stewart', 'guess', 'explanation', 'guess', 'weakness', 'northeast', 'volume', 'compare', 'maybe', 'initially', 'forecast', 'terms', 'customer', 'majors', 'assume', 'growth', 'guess', 'point', 'comfortable', 'target', 'plan', 'factor']
802
802
['armstrong', 'really', 'build', 'ground', 'looking', 'drilling', 'plan', 'discuss', 'producer', 'pretty', 'comfortable', 'certainly', 'would', 'anybody', 'without', 'continue', 'infrastructure', 'development', 'build', 'would', 'pretty', 'comfortable', 'schedule', 'detail', 'build', 'behind', 'volume', 'point', 'really', 'grounds', 'review', 'producer', 'drilling', 'plan']
803
803
804
804
['holly', 'stewart', 'final', 'question', 'maybe', 'explain', 'season', 'bluegrass', 'commitment', 'really', 'bluegrass', 'pipeline', 'terminal']
805
805
806
806
807
807
['holly', 'stewart', 'comprehensive', 'terms', 'getting', 'build']
808
808
['armstrong', 'would', 'people', 'going', 'regulatory', 'process', 'bifurcate', 'process', 'season', 'everybody', 'chance', 'weigh', 'capacity', 'terms', 'capacity', 'regulate', 'discriminatory', 'process', 'second', 'discussion', 'around', 'people', 'need', 'storage', 'fractionation', 'export', 'capacity']
809
809
810
810
['holly', 'stewart', 'right', 'appreciate', 'thank']
811
811
812
812
['stephen', 'maresca', 'analyst', 'morgan', 'stanley', 'morning', 'everybody', 'stick', 'laurel', 'mountain', 'second', 'specific', 'northeast', 'adjust', 'segment', 'profit', 'understand', 'change', 'materially', 'short', 'period', 'quarter', 'forecast', 'touch', 'simple', 'drilling', 'plan', 'change', 'ownership']
813
813
['subset', 'seem', 'drop', 'chart', 'forecast', 'slide', 'terms', 'gathering', 'volume', 'marcellus', 'comfortable', 'forecasting', 'anymore', 'light', 'change', 'ownership', 'private', 'equity', 'bigger', 'majors']
814
814
['armstrong', 'would', 'seeing', 'majors', 'careful', 'effort', 'maximize', 'reserves', 'quick', 'drive', 'towards', 'volume', 'sorry', 'reserve', 'growth']
815
815
816
816
817
817
['chappel', 'steve', 'cease', 'project', 'given', 'challenge', 'project', 'couple', 'years', 'really', 'focus', 'project', 'conform', 'volume', 'forecast', 'guidance', 'period', 'really', 'try', 'given', 'variable', 'northeast']
818
818
819
819
820
820
821
821
822
822
['chappel', 'steve', 'terms', 'financing', 'partner', 'bluegrass', 'approach', 'others', 'industry', 'player', 'financial', 'player', 'would', 'invest', 'project', 'choose', 'partner', 'others', 'beyond', 'combination', 'equity', 'maintain', 'credit', 'rating', 'goal', 'previously', 'consistently', 'espouse', 'investment', 'grade', 'rating']
823
823
824
824
['chappel', 'think', 'assets', 'things', 'evaluate', 'certainly', 'assets', 'continue', 'certainly', 'create', 'expectation', 'certainly', 'lever', 'potential', 'financing']
825
825
['stephen', 'maresca', 'thanks']
826
826
827
827
['durbin', 'analyst', 'goldman', 'sachs', 'thanks', 'morning', 'northeast', 'pretty', 'significant', 'ebitda', 'really', 'change', 'capex', 'forecast', 'quarter', 'effectively', 'saying', 'getting', 'lower', 'return', 'capital', 'unless', 'miss', 'something', 'reason', 'capex', 'budget', 'given', 'lower', 'volume']
828
828
['frank', 'billings', 'frank', 'basically', 'capital', 'years', 'take', 'third', 'train', 'push', 'second', 'third', 'fourth', 'processing', 'plant', 'basically', 'focus', 'installing', 'going', 'foundational', 'assets', 'second', 'expansion', 'stabilization', 'plant', 'ethanizers', 'ethane', 'pipeline', 'assets', 'place', 'pretty', 'majority', 'would', 'foundational', 'assets', 'place']
829
829
830
830
831
831
832
832
833
833
834
834
['durbin', 'helpful', 'thank', 'actually', 'look', 'segment', 'wonder', 'think', 'sustainable', 'lower']
835
835
836
836
['durbin', 'thanks']
837
837
838
838
['kirst', 'analyst', 'capital', 'market', 'thanks', 'morning', 'everybody', 'actually', 'clarification', 'things', 'prior', 'maybe', 'first', 'starting', 'northeast', 'frank', 'think', 'mention', 'clear', 'essentially', 'milestone', 'moundsville', 'fractionator', 'cetera', 'deliberate', 'respect', 'match', 'industry', 'activity', 'right', 'nothing', 'execution', 'correct']
839
839
840
840
841
841
842
842
['frank', 'billings', 'definitely', 'second', 'train', 'moundsville', '30,000-barrels', 'definitely', 'need', 'stabilization', 'plant', 'ethanizers', 'track', 'completion', 'support', 'drilling', 'program', 'place']
843
843
844
844
['armstrong', 'regulate', 'asset', 'offer', 'think', 'intelligent', 'response', 'market', 'allow', 'considerably', 'higher', 'people', 'want', 'dedicate', 'acreage', 'volume', 'commitment', 'attractive', 'degree', 'people', 'willing', 'volume', 'commitment', 'various', 'steps', 'basically', 'provide', 'customer', 'still', 'build', 'analysis', 'terms', 'option', 'decide', 'whether', 'think', 'degree', 'support', 'justify', 'investment', 'project']
845
845
['attractive', 'compare', 'ethane', 'obligation', 'volume', 'dedication', 'sorry', 'acreage', 'dedication', 'higher', 'give', 'producer', 'flexibility']
846
846
['kirst', 'appreciate', 'clarification', 'maybe', 'question', 'geismar', 'business', 'interruption', 'insurance', 'guess', 'million', 'record', 'agree', 'guess', 'insurance', 'company', 'guess', 'number', 'refine', 'little', 'initial', 'preliminary', 'estimate', 'comfortable', 'around', 'uncertainty', 'range', 'around', 'number', 'today', 'versus', 'instance', 'second', 'quarter', 'meaning', 'deliberation', 'insurance', 'company', 'tighten', 'perhaps', 'deviation', 'number', 'basically', 'claim', 'file', 'claim', 'process', 'speak']
847
847
['chappel', 'think', 'comfortable', 'claim', 'amount', 'clearly', 'policy', 'certainly', 'production', 'actual', 'amount', 'determine', 'base', 'market', 'price', 'would', 'realize', 'dependent', 'happen', 'market', 'coming', 'quarters', 'certainly', 'terms', 'volume', 'production', 'pretty', 'think', 'solid', 'basis', 'estimate', 'think', 'initial', 'million', 'payment', 'evidence', 'faith', 'insurer', 'step', 'million', 'advance', 'actual', 'claim', 'pocket', 'physical', 'damage', 'substantial', 'cover', 'business', 'interruption', 'month', 'august', 'actually', 'think', 'faith', 'early', 'payment', 'think']
848
848
['cover', 'business', 'interruption', 'would', 'partial', 'month', 'october', 'october', 'assume', 'expand', 'plant', 'service', 'claim', 'month', 'october', 'month', 'november', 'would', 'expect', 'insurer', 'month', 'respond', 'process', 'every', 'month', 'partial', 'month', 'october', 'file', 'november', 'insurer', 'review', 'claim', 'respond', 'month', 'month', 'november', 'claim', 'december', 'insurer', 'respond']
849
849
['think', 'process', 'standpoint', 'pretty', 'establish', 'think', 'volumetrically', 'losses', 'mitigate', 'losses', 'ability', 'economic', 'losses', 'think', 'market', 'price', 'outline', 'guidance', 'expect', 'profits', 'market', 'price', 'assumption', 'really', 'guide', 'claim']
850
850
851
851
['chappel', 'thank']
852
852
853
853
854
854
['miller', 'atlantic', 'operate', 'williams', 'company', 'would']
855
855
856
856
['miller', 'bradley', 'miller', 'change', 'earlier', 'question', 'pricing', 'northeast', 'course', 'looking', 'certainly', 'current', 'leidy', 'system', 'move', 'three', 'try', 'every', 'eight', 'inner', 'connection', 'competition', 'things', 'playing', 'market', 'price', 'discount', 'henry']
857
857
['think', 'really', 'leading', 'answer', 'question', 'strong', 'response', 'producer', 'community', 'people', 'request', 'within', 'season', 'fairly', 'balance', 'market', 'supply', 'producer', 'definitely', 'step', 'bigger', 'historically', 'transco']
858
858
['bradley', 'olsen', 'great', 'allude', 'earlier', 'interest', 'potential', 'partner', 'bluegrass', 'project', 'project', 'constitution', 'obviously', 'bring', 'partner', 'project', 'secure', 'volume', 'found', 'shipper', 'maybe', 'making', 'participation', 'bluegrass', 'contingent', 'getting', 'significant', 'equity', 'stake', 'project']
859
859
860
860
['think', 'bluegrass', 'variety', 'different', 'shipper', 'enough', 'nobody', 'dominant', 'position', 'pipeline', 'assets', 'would', 'interest', 'strategic', 'player', 'would', 'want', 'interest', 'likely', 'going', 'reason', 'state']
861
861
862
862
863
863
864
864
['armstrong', 'move', 'little', 'recently', 'starting', 'ethane', 'recovery', 'plant', 'business', 'remind', 'floor', 'margin', 'floor', 'operate', 'ethane', 'base', 'belvieu', 'ethane', 'therefore', 'fix', 'commodity', 'sensitive', 'detail', 'right']
865
865
866
866
867
867
['armstrong', 'think', 'really', 'seeing', 'confidence', 'drilling', 'volume', 'continue', 'really', 'driving', 'savings', 'think', 'apparent', 'would', 'think', 'drive', 'expect', 'decline', 'volume']
868
868
869
869
['operator', 'launer', 'deutsche']
870
870
['launer', 'analyst', 'deutsche', 'morning', 'thank', 'question', 'might', 'marcellus', 'refer', 'favorable', 'economics', 'western', 'region', 'think', 'discuss', 'already', 'standpoint', 'lower', 'volume', 'conditions', 'seeing', 'relative', 'discussion', 'producer', 'could', 'materially', 'better', 'clearly', 'think', 'standpoint', 'capacity', 'boost', 'netbacks', 'question', 'natural', 'price', 'need', 'higher', 'would', 'activity']
871
871
872
872
873
873
['frank', 'billings', 'eastern', 'business', 'would', 'big', 'thing', 'relative', 'western', 'volume', 'function', 'ultimate', 'netback', 'might', 'area', 'especially', 'northwest', 'pennsylvania', 'northeast', 'area', 'infrastructure', 'challenge']
874
874
['think', 'especially', 'think', 'improvement', 'netbacks', 'bring', 'fractionation', 'train', 'going', 'continue', 'improvement', 'netbacks', 'producer', 'bring', 'stabilization', 'plant', 'train', 'facility', 'think', 'going', 'consistent', 'ability', 'commodity', 'market', 'think', 'going', 'support', 'currently', 'operate', 'think', 'western', 'marcellus', 'going', 'going', 'could', 'pinch', 'basis', 'relative', 'sales', 'price', 'supply', 'outstrip', 'commodity']
875
875
876
876
['chappel', 'think', 'mention', 'expect', 'multiple', 'exceed', 'times', 'purchase', 'price', 'expect', 'equity', 'advantageous', 'standpoint', 'williams', 'defer', 'tax', 'basis', 'trigger', 'change', 'ownership', 'structure', 'canadian', 'assets', 'really', 'driver', 'respond', 'question']
877
877
878
878
879
879
['operator', 'becca', 'followill', 'capital', 'advisor']
880
880
881
881
['frank', 'billings', 'think', 'second', 'train', 'volume', 'start', 'second', 'million', 'train', 'grove', 'balance', 'plant', 'initial', 'significant', 'requirement', 'push', 'spend', 'dollar', 'given', 'current', 'volume', 'forecast', 'today', 'probably', 'asset', 'shove', 'relative', 'assets']
882
882
['becca', 'followill', 'think', 'capacity', 'sound', '30,000-barrels']
883
883
['frank', 'billings', 'mention', 'earlier']
884
884
885
885
['frank', 'billings', 'purchase', 'train', 'inventory', 'looking', 'redeploy', 'either', 'opportunity', 'going', 'today', 'whether', 'three', 'today', 'capex', 'investment', 'slide', 'capital', 'deploy', 'little', 'capital', 'prepare', 'second', 'grove', 'facility', 'would', 'beyond', 'push', 'processing', 'plant', 'three', 'things']
886
886
887
887
['armstrong', 'mention', 'earlier', 'still', 'spending', 'large', 'amount', 'profit', 'particularly', 'within', 'pipe', 'segment', 'profit', 'putting', 'maintenance', 'capex', 'three', 'maintenance', 'capex', 'segment', 'profit', 'significant', 'amount', 'still', 'going']
888
888
889
889
890
890
891
891
['armstrong', 'sorry', 'follow', 'question', 'couple', 'things', 'continue', 'decline', 'volume', 'maintenance', 'capex', 'decision', 'mention', 'earlier', 'things', 'taking', 'lybrook', 'plant', 'service', 'older', 'fleet', 'result', 'volume', 'reduction', 'older', 'plant', 'imagine', 'maintenance', 'capital', 'change', 'midstream', 'maintenance', 'capex']
892
892
['pipe', 'thing', 'major', 'driver', 'certainly', 'embed', 'pressure', 'testing', 'obligation', 'try', 'really', 'close', 'terms', 'really', 'need', 'reduce', 'system', 'negotiate', 'femsa', 'understand', 'really', 'better', 'reduction', 'spreading', 'timeframe', 'pipeline', 'integrity', 'spread', 'things', 'little', 'versus', 'dollar', 'spending', 'little', 'reduction', 'pipe', 'think', 'major', 'reduction', 'really', 'midstream', 'really', 'team', 'working', 'pretty', 'reduce', 'maintenance', 'capital', 'result', 'reducing', 'volume']
893
893
894
894
895
895
['miller', 'probably', 'worth', 'mention', 'becca', 'change', 'pattern', 'transco', 'system', 'getting', 'supply', 'supply', 'northeast', 'oppose', 'coast', 'middle', 'portion', 'system', 'compression', 'portion', 'system', 'running', 'frequently', 'hours', 'unit', 'maintenance', 'turbine', 'change', 'push', 'future', 'years', 'whole', 'dynamic', 'equation', 'significant', 'impact']
896
896
897
897
898
898
899
899
900
900
['operator', 'selman', 'akyol', 'stifel']
901
901
902
902
['dearborn', 'actually', 'three', 'assets', 'thinking', 'liquid', 'extraction', 'plant', 'mcmurray', 'pipeline', 'fractionator', 'terms', 'operate', 'future', 'years', 'fractionator', 'going', 'running', 'capacity', 'incremental', 'expansion', 'order', 'accommodate', 'plant', 'liquid', 'extraction', 'plant', 'mcmurray', 'upgrader', 'running', 'running', 'pretty', 'dedicate', 'facility']
903
903
['armstrong', 'would', 'normally', 'build', 'terms', 'consistent', 'typical', 'capability']
904
904
['selman', 'akyol', 'pipeline']
905
905
['dearborn', 'pipeline', 'little', 'excess', 'capacity', 'bring', 'project', 'future']
906
906
['selman', 'akyol', 'great', 'thank', 'confirm', 'still', 'looking', 'april', 'start', 'geismar']
907
907
908
908
['selman', 'akyol', 'thank']
909
909
910
910
['operator', 'conclude', 'today', 'question', 'answer', 'session', 'armstrong', 'conference', 'additional', 'closing', 'remark']
911
911
912
912
913
913
['operator', 'thank', 'conclude', 'today', 'conference', 'appreciate', 'participation']
914
914
915
915
916
916
['information', 'contain', 'event', 'transcript', 'textual', 'representation', 'applicable', 'company', 'conference', 'effort', 'provide', 'accurate', 'transcription', 'material', 'error', 'omission', 'inaccuracy', 'reporting', 'substance', 'conference', 'call', 'thomson', 'financial', 'applicable', 'company', 'applicable', 'company', 'assume', 'responsibility', 'investment', 'decision', 'base', 'information', 'provide', 'event', 'transcript', 'user', 'advise', 'review', 'applicable', 'company', 'conference', 'applicable', 'company', 'filing', 'making', 'investment', 'decision']
917
918
918
['november']
919
920
920
['language', 'english']
921
922
922
923
924
924
['publication', 'transcript']
925
926
926
927
927
['right', 'reserve']
928
929
929
['copyright']
930
931
931
['return']
932
933
933
934
935
936
936
937
938
938
939
940
940
['williams', 'company', 'barclays', 'energy', 'conference', 'final']
941
942
942
['length', 'words']
943
944
944
945
945
['armstrong']
946
946
['williams', 'president']
947
947
['presentation']
948
948
['unidentified', 'company', 'representative', 'barclays', 'analyst', 'agenda', 'williams', 'company', 'partner', 'couple', 'years', 'company', 'spend', 'effort', 'repositioning', 'always', 'smoothly', 'would', 'today', 'anticipate', 'table', 'establish', 'extremely', 'broad', 'position', 'marcellus', 'think', 'conference', 'marcellus', 'come', 'frequently', 'place', 'today']
949
949
950
950
['finally', 'going', 'migrate', 'slowly', 'surely', 'table', 'ringing', 'ready', 'happy', 'senior', 'management', 'williams', 'person', 'armstrong', 'president', 'chappel', 'update', 'exactly', 'going', 'laughter']
951
951
['armstrong', 'president', 'williams', 'great', 'thank', 'afternoon', 'everybody', 'certainly', 'excite', 'talking', 'williams', 'position', 'industry', 'think', 'first', 'picture', 'actually', 'pretty', 'indicative', 'going', 'mosaic', 'need', 'panel', 'major', 'infrastructure', 'buildout', 'gulfstar', 'floating', 'production', 'system', 'middle', 'pipeline', 'laying', 'northeast', 'picture', 'right', 'expansion', 'ongoing', 'geismar', 'facility', 'could', 'picture', 'around', 'system', 'terms', 'major', 'infrastructure', 'buildout', 'going']
952
952
953
953
954
954
['would', 'strategy', 'consistent', 'move', 'convict', 'natural', 'space', 'think', 'natural', 'natural', 'product', 'undervalue', 'world', 'price', 'infrastructure', 'install', 'arbitrage', 'spread', 'natural', 'price', 'product', 'generate', 'derivative', 'product', 'generate', 'world', 'spread', 'arbitrage', 'take', 'tremendous', 'amount', 'infrastructure', 'large', 'scale', 'infrastructure', 'williams', 'capable', 'developing']
955
955
956
956
['slide', 'picture', 'supply', 'growth', 'commensurate', 'supply', 'growth', 'interest', 'things', 'point', 'first', 'supply', 'going', 'little', 'supply', 'growth', 'seem', 'almost', 'unachievable', 'seem', 'bridge', 'perhaps', 'unless', 'actually', 'industry', 'actually', 'seeing', 'amount', 'investment', 'capability', 'resource', 'play', 'going', 'tight', 'unconventional', 'resource', 'start', 'develop', 'growth', 'already', 'experience', 'right', 'pricing', 'signal', 'certainly', 'going', 'continue']
957
957
958
958
959
959
['demand', 'people', 'doubt', 'demand', 'growth', 'seeing', 'today', 'seeing', 'showing', 'today', 'price', 'price', 'create', 'capital', 'investment', 'demand', 'take', 'take', 'supply', 'build', 'infrastructure', 'take', 'demand', 'build', 'infrastructure', 'consume']
960
960
['swing', 'demand', 'price', 'enough', 'knock', 'bring', 'extra', 'demand', 'sustainable', 'piece', 'demand', 'going', 'sustainable', 'power', 'generation', 'convert', 'industrial', 'plant', 'think', 'interest', 'piece', 'industrial', 'growth', 'picture', 'industrial', 'stretch', 'stretch', 'anyway', 'stretch', 'terms', 'industrial', 'growth', 'getting', 'everybody', 'point', 'announcement', 'start', 'speed', 'permit', 'starting', 'think', 'going', 'important', 'piece', 'demand', 'increase']
961
961
962
962
['little', 'signal', 'getting', 'market', 'pipe', 'transco', 'intense', 'probably', 'unique', 'picture', 'folks', 'industry', 'happen', 'corridor', 'demand', 'create', 'terms', 'request', 'proposal', 'utility', 'power', 'generator', 'industrial', 'plant', 'seeing', 'signal', 'terms', 'growth', 'extremely', 'position', 'capture', 'growth']
963
963
['move', 'probably', 'daunt', 'picture', 'tremendous', 'amount', 'market', 'develop', 'product', 'price', 'today', 'price', 'underneath', 'world', 'price', 'supply', 'would', 'expect', 'growth', 'going', 'tremendous', 'amount', 'infrastructure', 'build', 'consume', 'export', 'international', 'market']
964
964
965
965
966
966
['infrastructure', 'along', 'market', 'signal', 'producer', 'going', 'happen', 'williams', 'going', 'market', 'signal', 'producer']
967
967
968
968
969
969
970
970
['story', 'sound', 'terms', 'dividend', 'growth', 'execute', 'project', 'williams', 'level', 'level', 'intensely', 'focus', 'executing', 'project', 'right', 'major', 'project', 'smaller', 'project', 'return', 'small', 'mover', 'right', 'proud', 'midsouth', 'expansion', 'bring', 'ethane', 'project', 'petchem', 'services', 'project', 'bring', 'online', 'april', 'first', 'delivery', 'beaumont', 'ethane', 'pipeline', 'stretch', 'belvieu', 'parity', 'geismar', 'complex', 'ethane', 'distribution', 'system', 'service', 'northeast', 'supply', 'project', 'actually', 'start', 'ahead', 'schedule', 'first', 'august', 'million', 'capacity', 'service']
971
971
['small', 'issue', 'pretty', 'indicative', 'going', 'actually', 'allow', 'normally', 'normally', 'whole', 'project', 'complete', 'allow', 'capacity', '250-million', 'project', 'loop', 'already', 'build', 'pennsylvania', 'compression', 'build', 'congest', 'jersey', 'allow', 'hearing', 'noise', 'producer', 'capacity', 'pennsylvania', 'allow', 'project', 'service', 'early', 'think', 'indicative', 'getting', 'pricing', 'leidy', 'system', 'get', '0.$47']
972
972
['basis', 'differential', 'today', 'dominion', 'south', 'number', 'transco', 'number', 'capacity', 'location', 'price', 'receive', 'capacity', 'location', '0.$47']
973
973
974
974
['position', 'continue', 'expand', 'atlantic', 'sunrise', 'season', 'tremendous', 'amount', 'demand', 'delivery', 'point', 'atlantic', 'sunrise', 'point', 'really', 'excite', 'today', 'point', 'project', 'approve', 'shipper', 'interest', 'making', 'delivery', 'location']
975
975
['anyway', 'really', 'critical', 'williams', 'investor', 'ought', 'executing', 'project', 'effort', 'though', 'project', 'development', 'stage', 'beyond', 'timeframe', 'terms', 'continue', 'growth', 'business']
976
976
['picture', 'marcellus', 'utica', 'williams', 'joint', 'venture', 'economic', 'interest', 'million', 'acres', 'marcellus', 'utica', 'dedicate', 'expose', 'obviously', 'acres', 'dedicate', 'expose', 'acreage', 'dedicate', 'contract', 'capex', 'guidance', 'going', 'forward', 'terms', 'remain', 'buildout', 'williams', 'piece', 'include', 'investment', 'lever', 'nicely']
977
977
['developing', 'rapidly', 'infrastructure', 'constraint', 'complex', 'joint', 'venture', 'actually', 'though', 'complex', 'manage', 'important', 'going', 'play', 'around', 'understand', 'infrastructure', 'constraint', 'going', 'understanding', 'problem', 'anybody', 'terms', 'infrastructure', 'solution']
978
978
['first', 'three', 'area', 'williams', 'directly', 'expose', 'right', 'susquehanna', 'cabot', 'carrizo', 'little', 'southwestern', 'energy', 'extremely', 'proud', 'think', 'helping', 'cabot', 'successful', 'frankly', 'big', 'challenge', 'would', 'cooperate', 'partner', 'get', 'developing', 'wells', 'though', 'really', 'planning', 'wells', 'coming', 'bigger', 'bigger', 'bigger', 'going', 'outpace', 'planning', 'capacity', 'extremely', 'front', 'behind', 'permit', 'anything', 'really', 'great', 'problem', 'wells', 'performing', 'better', 'thought']
979
979
980
980
981
981
['extremely', 'position', 'investment', 'typically', 'going', 'right', 'corridor', 'benefit', 'exist', 'capacity', 'leverage']
982
982
983
983
['capital', 'place', 'handle', 'production', 'three', 'years', 'going', 'start', 'generate', 'capital', 'investment', 'really', 'limited', 'little', 'connect', 'dollar', 'money', 'spend', 'coming', 'laurel', 'mountain']
984
984
985
985
986
986
['though', 'still', 'moundsville', '30,000', 'barrels', 'completely', 'moundsville', '12,000-barrel', 'fractionator', 'completely', 'fractionator', 'start', 'spill', 'rails', 'rather', 'fractionate', 'product']
987
987
['means', 'producer', 'lower', 'netbacks', 'getting', 'value', 'somewhere', 'getting', 'pretty', 'substantial', 'discount', 'market', 'thing', 'terms', 'making', 'drilling', 'plan', 'absolutely', 'critical', 'condensate', 'stabilization', 'unit', 'running', 'moundsville', 'second', 'train', 'running', 'making', 'progress', 'certainly', 'critical', 'issue', 'right']
988
988
989
989
['move', 'atlantic', 'particularly', 'expansion', 'seeing', 'transco', 'system', 'could', 'better', 'picture', 'solid', 'economic', 'return', 'investor', 'project', 'service', 'project', 'taking', 'volume', 'taking', 'construction', 'plentiful', 'project', 'project', 'construction', 'fully', 'contract', 'green', 'instance', 'project', 'atlantic', 'sunrise', 'instance', 'early', 'stage', 'development', 'hillabee', 'expansion', 'lease', 'sable', 'trail', 'contract', 'construction', 'dalton', 'lateral', 'would', 'serve', 'northern', 'georgia', 'system', 'marcellus', 'supply', 'thought', 'project', 'stick', 'pricing', 'willing', 'project', 'frankly', 'plenty', 'project', 'project']
990
990
991
991
['position', 'allocate', 'better', 'better', 'project', 'portfolio', 'position', 'need', 'bunch', 'invest', 'today', 'nowhere', 'better', 'understand', 'looking', 'different', 'expansion', 'transco']
992
992
['means', 'picture', 'include', 'northwest', 'pipeline', 'smaller', 'interstate', 'pipeline', 'eastern', 'seaboard', 'going', 'capacity', 'quickly', 'ramp', 'beyond', 'keep', 'going', 'post-2015', 'nothing', 'speculative', 'contract', 'business', 'include', 'contract', 'business', 'beyond', 'period', 'growth', 'fully', 'contract', 'underway', 'terms', 'construction', 'growth', 'demand', 'going', 'continue', 'transco', 'system']
993
993
994
994
['kodiak', 'tieback', 'gunflint', 'prospect', 'would', 'point', 'profitability', 'tieback', 'right', 'tubular', 'bell', 'prospect', 'taggert', 'likely', 'tieback', 'announce', 'terms', 'conclusion', 'numbers', 'terms', 'project', 'typical', 'prospect', 'probably', '40,000', 'barrels', 'anywhere', 'range', 'addition', 'downstream', 'pipeline', 'revenue', 'little', 'capital', 'invest', 'really', 'strong', 'leverage', 'terms', 'incremental', 'flow', 'business', 'area', 'think', 'probably', 'least', 'appreciate', 'perhaps', 'williams', 'investor', 'today']
995
995
['geismar', 'things', 'going', 'geismar', 'every', 'another', 'issue', 'continue', 'would', 'april', 'assume', 'worst', 'situation', 'worst', 'issue', 'resolve', 'instance', 'major', 'rotate', 'equipment', 'inside', 'affect', 'blast', 'inspect', 'repair', 'issue', 'means', 'waiting', 'equipment', 'order', 'things', 'would', 'queue', 'behind', 'somebody']
996
996
997
997
998
998
['anyway', 'bottom', 'investigation', 'chemical', 'safety', 'board', 'onsite', 'allow', 'affect', 'area', 'repair']
999
999
['another', 'page', 'turning', 'terms', 'area', 'great', 'growth', 'canada', 'proud', 'ethane', 'recovery', 'project', 'first', 'month', 'mcmurray', 'process', 'making', 'canadian', 'ethane', 'project', 'another', 'provide', 'bring', 'within', 'plan', '25-day', 'window', 'another', 'project', 'bring', 'excite']
1000
1000
['expansion', 'opportunity', 'remain', 'green', 'uncontracted', 'business', 'beyond', 'contract', 'syncrude', 'facility', 'exxon', 'operate', 'promise', 'discussion', 'going', 'exxon', 'contract', 'business', 'excite', 'means', 'ultimate', 'flow', 'great', 'competitive', 'advantage', 'great', 'piece', 'business']
1001
1001
['along', 'come', 'propylene', 'propane', 'project', 'really', 'allow', 'amass', 'enough', 'propylene', 'build', 'world', 'class', 'polypropylene', 'unit', 'really', 'going', 'change', 'netbacks', 'addition', 'think', 'going', 'toll', 'arrangement', 'facility', 'excite', 'value', 'proposition', 'business', 'producer']
1002
1002
['bluegrass', 'going', 'quickly', 'continue', 'excite', 'bluegrass', 'making', 'great', 'progress', 'regulatory', 'front', 'great', 'progress', 'customer', 'certainly', 'kind', 'markwest', 'project', 'cause', 'people', 'pause', 'alternative', 'think', 'customer', 'learning', 'quite', 'associate', 'project', 'feedback', 'get', 'customer', 'anyway', 'concern', 'around', 'reliability', 'schedule', 'project', 'williams', 'perspective', 'excite', 'project', 'really', 'solution', 'develop', 'within', 'timeframe', 'important', 'economic', 'return', 'project', 'great', 'alternative', 'today']
1003
1003
['today', 'convince', 'really', 'project', 'deliver', 'timeline', 'think', 'education', 'process', 'customer', 'determine', 'ongoing', 'right']
1004
1004
['coast', 'petchem', 'business', 'continue', 'expand', 'nicely', 'expanse', 'accident', 'planning', 'buying', 'pipeline', 'distribute', 'product', 'fractionator', 'charles', 'product', 'bluegrass', 'would', 'fractionate', 'coming', 'together', 'nicely']
1005
1005
1006
1006
1007
1007
['picture', 'capital', 'billion', 'pretty', 'balance', 'various', 'area', 'economic', 'investment']
1008
1008
['finally', 'remain', 'commit', 'super', 'cycle', 'comfortable', 'continue', 'dividend', 'growth', 'continue', 'excite', 'variety', 'opportunity', 'asset', 'positioning', 'strategy', 'developing', 'imagine', 'better', 'place', 'better', 'industry', 'right']
1009
1009
1010
1010
1011
1011
1012
1012
1013
1014
1014
1015
1016
1016
1017
1018
1018
1019
1020
1020
['publication', 'transcript']
1021
1022
1022
['copyright']
1023
1023
1024
1025
1025
1026
1027
1027
['return']
1028
1029
1029
['focus', 'document']
1030
1031
1032
1032
1033
1034
1034
['august', 'thursday']
1035
1036
1036
1037
1038
1038
['length', '11999', 'words']
1039
1040
1040
['corporate', 'participant']
1041
1041
1042
1042
1043
1043
1044
1044
['williams', 'company', 'president']
1045
1045
['scheel']
1046
1046
['williams', 'company', 'corporate', 'strategic', 'development']
1047
1047
['chappel']
1048
1048
['williams', 'company']
1049
1049
1050
1050
['williams', 'company', 'northeastern']
1051
1051
1052
1052
1053
1053
[]
1054
1054
['williams', 'company', 'engineering', 'construction']
1055
1055
1056
1056
['williams', 'company', 'petchem', 'services']
1057
1057
1058
1058
['williams', 'company', 'western', 'operations']
1059
1059
['conference', 'participant']
1060
1060
1061
1061
['morgan', 'stanley', 'analyst']
1062
1062
['christine']
1063
1063
1064
1064
['bradley', 'olsen']
1065
1065
['tudor', 'pickering', 'security', 'analyst']
1066
1066
['craig', 'shere']
1067
1067
['tuohy', 'brother', 'analyst']
1068
1068
1069
1069
['capital', 'market', 'analyst']
1070
1070
1071
1071
1072
1072
1073
1073
['goldman', 'sachs', 'analyst']
1074
1074
1075
1075
1076
1076
1077
1077
1078
1078
['porter', 'williams', 'company', 'thank', 'morning', 'welcome', 'always', 'thank', 'interest', 'williams', 'williams', 'partner', 'yesterday', 'afternoon', 'release', 'financial', 'result', 'post', 'several', 'important', 'item', 'website', 'item', 'include', 'yesterday', 'press', 'release', 'relate', 'schedule', 'accompany', 'analyst', 'package', 'slide', 'president', 'armstrong', 'speak', 'momentarily', 'update', 'book', 'contain', 'detail', 'information', 'regard', 'various', 'aspect', 'business', 'addition', 'leaders', 'operate', 'area', 'present', 'frank', 'billings', 'lead', 'northeastern', 'operate', 'allison', 'bridges', 'lead', 'western', 'operate', 'miller', 'lead', 'atlantic', 'dearborn', 'petchem', 'services', 'operate', 'additionally', 'chappel', 'available', 'respond', 'question']
1079
1079
['yesterday', 'presentation', 'book', 'important', 'disclaimer', 'relate', 'forward', 'looking', 'statement', 'disclaimer', 'important', 'integral', 'remark', 'review', 'include', 'presentation', 'material', 'various', 'measure', 'reconcile', 'generally', 'accept', 'accounting', 'principle', 'reconciliation', 'schedule', 'appear', 'presentation', 'material', 'armstrong']
1080
1080
['armstrong', 'president', 'williams', 'company', 'great', 'morning', 'thanks', 'excite', 'second', 'quarter', 'continue', 'progress', 'executing', 'strategy', 'remain', 'confident', 'strategy', 'position', 'benefit', 'continue', 'market', 'emerge', 'tremendous', 'demand', 'infrastructure', 'advantage', 'natural', 'natural', 'resource', 'continue', 'develop', 'north', 'america', 'level', 'presentation', 'point', 'strategy', 'starting', 'slide']
1081
1081
1082
1082
1083
1083
['dividend', 'growth', 'central', 'value', 'creation', 'strategy', 'take', 'steps', 'ensure', 'period', 'investment', 'great', 'growth', 'opportunity', 'reward', 'investor', 'right', 'building', 'component', 'strategy', 'bring', 'significant', 'growth', 'investment', 'online', 'beyond', 'current', 'guidance', 'period', 'investing', 'connect', 'supply', 'area', 'market', 'investing', 'focus', 'base', 'largely', 'resilient', 'commodity', 'market', 'fluctuation', 'business', 'foundation', 'strategy', 'reward', 'investor', 'growing', 'dividend', 'distribution', 'believe', 'characteristic', 'produce', 'value', 'growth', 'certainly', 'vantage', 'point', 'opportunity', 'deliver', 'great', 'shareholder', 'value', 'future', 'presentation', 'today', 'following', 'comment', 'slide', 'along', 'management', 'introduce', 'earlier', 'forward', 'hearing']
1084
1084
1085
1085
1086
1086
1087
1087
1088
1088
['finally', 'quickly', 'touch', 'recent', 'operational', 'development', 'support', 'broad', 'strategy', 'particularly', 'noteworthy', 'progress', 'making', 'bluegrass', 'pipeline', 'project', 'include', 'guidance', 'slide', 'clear', 'williams', 'support', 'williams', 'partner', 'distribution', 'period', 'investment', 'extraordinary', 'growth', 'opportunity', 'continue', 'seize', 'recall', 'williams', 'announce', 'would', 'support', 'distribution', 'coverage', 'ratio', 'level', 'waive', 'million', 'incentive', 'distribution', 'right', 'today', 'million', 'unused', 'untapped', 'williams', 'partner', 'strong', 'second', 'quarter', 'performance', 'yield', 'coverage', 'great', 'strong', 'williams', 'partner', 'second', 'quarter', 'remain', 'without', 'waiver', 'excite']
1089
1089
['slide', 'major', 'story', 'seeing', 'tangible', 'benefit', 'growing', 'base', 'business', 'mean', 'second', 'quarter', 'deliver', 'solid', 'result', 'environment', 'weak', 'margin', 'significant', 'impact', 'geismar', 'williams', 'second', 'quarter', 'adjust', 'segment', 'profit', 'compare', 'williams', 'partner', 'second', 'quarter', 'distributable', 'almost', 'third', 'higher', 'level', 'primary', 'driver', 'increase', 'course', 'strong', 'contribution', 'geismar', 'quarter', 'prior', 'incident', 'course', 'recall', 'asset', 'drop', 'fourth', 'quarter', 'produce', 'tremendous', 'distributable']
1090
1090
['substantially', 'secure', 'mention', 'provide', 'little', 'detail', 'quite', 'confusion', 'insurance', 'coverage', 'package', 'help', 'clarify', 'business', 'interruption', 'insurance', 'helping', 'secure', 'significant', 'portion', 'expect', 'getting', 'asset', 'service', 'reliable', 'operations', 'expand', 'volume', 'clearly', 'priority', 'company', 'right', 'great', 'professional', 'hearts', 'mind', 'making', 'happen', 'making', 'great', 'progress', 'please', 'report', 'base', 'revenue', 'second', 'quarter', 'second', 'quarter', 'western', 'volume', 'recover', 'earlier', 'winter', 'conditions', 'first', 'quarter', 'benefit', 'continue', 'volume', 'growth', 'northeast', 'start', 'facility']
1091
1091
['another', 'driver', 'improve', 'versus', 'prior', 'lower', 'maintenance', 'capex', 'primarily', 'drive', 'reduction', 'western', 'segment', 'various', 'project', 'wrap', 'additionally', 'another', 'significant', 'margin', 'prior', 'quarter', 'first', 'quarter', 'already', 'pretty', 'compare', 'recent', 'years', 'margin', 'second', 'quarter', 'prior', 'think', 'significant', 'despite', 'continue', 'decline', 'margin', 'business', 'start', 'affect', 'really', 'start', 'strong', 'impact', 'growth', 'base', 'volume']
1092
1092
1093
1093
1094
1094
['story', 'continue', 'expect', 'tremendous', 'growth', 'distributable', 'expect', 'increase', 'billion', 'period', 'growth', 'drive', 'guidance', 'capex', 'average', 'billion', 'right', 'latest', 'guidance', 'include', 'modest', 'reduction', 'effect', 'geismar', 'incident', 'driver', 'would', 'hopefully', 'actually', 'raise', 'guidance', 'reduce', 'costs', 'continue', 'volume', 'better', 'hope']
1095
1095
1096
1096
['point', 'guidance', 'within', 'segment', 'williams', 'partner', 'northeast', 'gathering', 'processing', 'segment', 'profit', 'guidance', 'lower', 'throughout', 'guidance', 'period', 'important', 'understand', 'change', 'really', 'drive', 'result', 'reallocation', 'support', 'costs', 'among', 'segment', 'actual', 'increase', 'overall', 'structure', 'allocation', 'amongst', 'various', 'region', 'bottom', 'guidance', 'actively', 'reflect', 'support', 'costs', 'increasingly', 'allocate', 'support', 'tremendous', 'growth', 'experience', 'northeast', 'account', 'million', 'lower', 'segment', 'profit', 'little', 'overview', 'guidance', 'change', 'course', 'major', 'driver', 'earnings']
1097
1097
1098
1098
1099
1099
['slide', 'review', 'second', 'quarter', 'first', 'month', 'third', 'quarter', 'reward', 'executing', 'business', 'objective', 'bringing', 'project', 'service', 'setting', 'volume', 'record', 'add', 'growth', 'project', 'achievement', 'serve', 'support', 'strategy', 'developing', 'operate', 'large', 'scale', 'energy', 'infrastructure', 'connect', 'produce', 'area', 'market', 'mention', 'growing', 'demand', 'seeing', 'really', 'area', 'really', 'positioning', 'advantage', 'great', 'product', 'previously', 'mention', 'bluegrass', 'pipeline', 'project', 'relate', 'storage', 'facility', 'major', 'development', 'execute', 'joint', 'venture', 'agreement', 'boardwalk', 'pipeline', 'partner', 'continue', 'developing', 'project', 'design', 'bluegrass', 'transport', 'natural', 'liquid', 'marcellus', 'utica', 'shale', 'play', 'rapidly', 'expand', 'petrochemical', 'export', 'complex', 'coast', 'developing', 'petchem', 'market', 'northeast']
1100
1100
1101
1101
['atlantic', 'business', 'significant', 'progress', 'various', 'front', 'three', 'month', 'mention', 'earlier', 'tremendous', 'amount', 'growth', 'going', 'transco', 'deepwater', 'please', 'reach', 'agreement', 'principle', 'settling', 'issue', 'transco', 'second', 'quarter', 'agreement', 'rates', 'start', 'booking', 'first', 'quarter', 'would', 'expect', 'rates', 'reflect', 'current', 'recent', 'guidance', 'provide', 'words', 'steady', 'front', 'great', 'getting', 'settle', 'quickly', 'expectation', 'excite', 'behind', 'piece', 'execution', 'strategy', 'check']
1102
1102
['deepwater', 'execute', 'another', 'agreement', 'devil', 'tower', 'prospect', 'believe', 'strong', 'potential', 'another', 'agreement', 'back', 'powerful', 'limited', 'amount', 'capital', 'require', 'bring', 'back', 'produce', 'meaningful', 'amount', 'certainly', 'latest', 'reach', 'agreement', 'exception', 'project', 'coming', 'service', 'driver', 'strong', 'performance', 'atlantic', 'operate', 'transco', 'system', 'expansion', 'largely', 'support', 'growing', 'power', 'generation']
1103
1103
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1104
1104
1105
1105
1106
1106
['operate', 'assets', 'record', 'monthly', 'average', 'volume', 'eclipse', 'consider', 'start', 'years', 'quarter', 'gather', 'operate', 'assets', 'northeast', 'second', 'quarter', 'tremendous', 'growth', 'think', 'continue', 'tremendous', 'record', 'northeast', 'top', 'record', 'gathering', 'operate', 'assets', 'keep', 'expand', 'excite', 'volume', 'growth']
1107
1107
1108
1108
1109
1109
1110
1110
['things', 'point', 'first', 'investment', 'beyond', 'list', 'expect', 'strong', 'growth', 'prospect', 'fund', 'second', 'exception', 'geismar', 'expansion', 'canadian', 'project', 'remain', 'project', 'back', 'base', 'revenue', 'finally', 'would', 'highlight', 'concisely', 'summarize', 'execute', 'order', 'achieve', 'sustainable', 'growth', 'dividend', 'distribution', 'project', 'know', 'understand', 'construction', 'phase', 'growth', 'highly', 'dependent', 'ability', 'execute', 'array', 'value', 'create', 'project', 'directly', 'margin', 'obvious', 'looking', 'slide', 'begin', 'realize', 'value', 'potential', 'investment', 'growth', 'occur', 'expect', 'result']
1111
1111
1112
1112
['transco', 'system', 'operate', 'making', 'similar', 'investment', 'northeast', 'drive', 'additional', 'growth', 'guidance', 'period', 'beyond', 'guidance', 'period', 'williams', 'working', 'connect', 'supply', 'area', 'market', 'area', 'assemble', 'strong', 'management', 'operate', 'area', 'area', 'commit', 'helping', 'deliver', 'growth', 'profitability', 'achieve', 'execute', 'strategy', 'strategy', 'provide', 'great', 'investment', 'opportunity', 'envious', 'position', 'picking', 'adjust', 'return', 'project', 'market', 'offer', 'think', 'course', 'going', 'provide', 'superior', 'shareholder', 'return', 'peer', 'especially', 'certainly', 'forward', 'sharing', 'success', 'investor', 'forward', 'thank', 'interest', 'company', 'happy', 'question']
1113
1113
1114
1114
['operator', 'operator', 'instructions']
1115
1115
['first', 'question', 'stephen', 'maresca', 'morgan', 'stanley']
1116
1116
1117
1117
1118
1118
['would', 'going', 'forward', 'project', 'thought', 'could', '200,000', 'barrels', 'production', 'would', 'seeing', 'strong', 'interest', 'larger', 'player', 'really', 'recognize', 'value', 'going', 'acreage', 'perhaps', 'strategic', 'advantage', 'terms', 'acquire', 'acreage', 'would', 'excitement', 'pretty', 'customer', 'commitment', 'looking', 'course', 'corporate', 'approval', 'would', 'could', 'asking', 'better', 'response', 'receive', 'shipper', 'community']
1119
1119
['stephen', 'maresca', 'final', 'terms', 'ownership', 'something', 'option', 'increase', 'something', 'agree', 'change', 'ownership', 'percent']
1120
1120
1121
1121
['scheel', 'corporate', 'strategic', 'development', 'williams', 'company', 'williams', 'boardwalk', 'negotiate', 'agreement', 'option', 'partner', 'however', 'choose', 'exercise', 'right', 'williams', 'option', 'ahead', 'pipeline', 'unilaterally']
1122
1122
['stephen', 'maresca', 'helpful', 'appreciate', 'move', 'talk', 'opportunity', 'florida', 'market', 'transco', 'expansion', 'mention', 'potential', 'ownership', 'sabal', 'would', 'something', 'option', 'could', 'purchase', 'would', 'spectrum', 'would', 'terra', 'portion', 'color']
1123
1123
['armstrong', 'would', 'project', 'whole', 'sabal', 'trail', 'project', 'whole', 'option', 'would', 'clear', 'supplying', 'basically', 'volume', 'phase', 'approach', 'front', 'project', 'transco', 'basically', 'supply', 'source', 'expand', 'point', 'reduce', 'amount', 'construction', 'greenfield', 'construction', 'require', 'sabal', 'trail', 'front', 'sabal', 'trail', 'lease', 'capacity', 'return', 'consistent', 'service', 'return', 'eliminate', 'construction', 'volume', 'investment', 'found', 'attractive', 'addition', 'option', 'invest', 'sabal', 'trail', 'course', 'really', 'give', 'chance', 'construction', 'costs', 'going', 'volume', 'better', 'picture', 'volume', 'commitment', 'point']
1124
1124
1125
1125
['armstrong', 'would', 'meaningful', 'minority', 'position']
1126
1126
1127
1127
['armstrong', 'primarily', 'allocation', 'things', 'engineering', 'construction', 'costs', 'technical', 'support', 'operations', 'accounting', 'things', 'allocate', 'corporation', 'various', 'operate', 'area', 'growth', 'apply', 'resource', 'study', 'costs', 'across', 'area', 'apply', 'appropriately', 'expense', 'really', 'shift', 'overall', 'costs', 'company', 'reallocation', 'overhead', 'costs']
1128
1128
1129
1129
['armstrong', 'exactly', 'right']
1130
1130
1131
1131
['operator', 'question', 'christine', 'barclays']
1132
1132
['christine', 'analyst', 'barclays', 'capital', 'capex', 'look', 'billion', 'across', 'assume', 'increase', 'billion', 'number', 'think', 'originally', 'facility', 'remain', 'mostly', 'bluegrass', 'large', 'ticket', 'item', 'either', 'include', 'take', 'three', 'guidance']
1133
1133
1134
1134
['christine', 'would', 'guess', 'increase', 'looking', 'facility', 'materially']
1135
1135
1136
1136
1137
1137
1138
1138
1139
1139
1140
1140
1141
1141
['christine', 'thanks', 'color', 'presentation', 'slide', 'equity', 'funding', 'bluegrass', 'investment', 'write', 'and/or', 'third', 'party', 'clarify', 'third', 'party', 'willing', 'portion', 'interest', 'bluegrass', 'project', 'interest', 'assets', 'constitution', 'maybe', 'assets', 'canada', 'cetera', 'raise']
1142
1142
1143
1143
1144
1144
['frank', 'billings', 'northeastern', 'williams', 'company', 'frank', 'billings', 'would', 'revise', 'volume', 'little', 'majority', 'actually', 'risk', 'little', 'volume', 'forecast', 'customer', 'identify', 'forecast', 'actually', 'execute', 'agreement', 'become', 'customer', 'versus', 'forecast', 'customer', 'revise', 'drilling', 'program', 'drilling', 'schedule', 'basically', 'include', 'forecast', 'exist', 'customer', 'revise', 'slightly', 'drilling', 'program', 'driver', 'volume', 'adjustment', 'would']
1145
1145
['christine', 'great', 'provide', 'number', 'volume', 'today']
1146
1146
1147
1147
1148
1148
['christine', 'great', 'thank']
1149
1149
1150
1150
['bradley', 'olsen', 'analyst', 'tudor', 'pickering', 'security', 'morning', 'everyone', 'first', 'question', 'transco', 'opportunity', 'seeing', 'around', 'asset', 'leidy', 'pricing', 'pricing', 'around', 'marcellus', 'pressure', 'add', 'inbound', 'producer', 'demand', 'maybe', 'inbound', 'demand', 'utility', 'demand', 'capacity', 'project', 'northern', 'northern', 'jersey', 'market', 'leidy', 'southeast', 'constitution']
1151
1151
['miller', 'atlantic', 'williams', 'company', 'bradley', 'miller', 'question', 'close', 'leidy', 'southeast', 'project', 'robust', 'demand', 'number', 'producer', 'call', 'saying', 'could', 'project', 'think', 'pipeline', 'interconnect', 'capacity', 'connect', 'bring', 'leidy', 'connection', 'additional', 'wells', 'drill', 'behind', 'system', 'behind', 'interconnect', 'people', 'finding', 'think', 'excellent', 'chance', 'additional', 'expansion', 'somewhere', 'supply', 'situation', 'talk', 'quality', 'cabot', 'reserves', 'quality', 'wells', 'seeing', 'sweet', 'extend']
1152
1152
1153
1153
['bradley', 'olsen', 'plan', 'today', 'table', 'expand', 'either', 'leidy', 'southeast', 'constitution', 'project']
1154
1154
['miller', 'right', 'probably', 'focus', 'leidy', 'opportunity', 'would', 'early', 'something', 'could', 'coming', 'future']
1155
1155
['bradley', 'olsen', 'bluegrass', 'project', 'pipeline', 'fractionation', 'storage', 'integrate', 'nature', 'project', 'billion', 'discuss', 'largely', 'bluegrass', 'relate', 'capex', 'budget', 'include', 'export', 'facility', 'think', 'would', 'enter', 'economic', 'sharing', 'agreement', 'someone', 'exist', 'export', 'facility', 'exist', 'acreage', 'coast', 'order']
1156
1156
['scheel', 'bradley', 'scheel', 'include', 'guidance', 'number', 'export', 'facility', 'still', 'defining', 'point', 'great', 'amount', 'interest', 'customer', 'international', 'market', 'logical', 'destination', 'propane', 'butane', 'identify', 'move', 'forward', 'acquire', 'relate', 'still', 'defining', 'include', 'future', 'guidance']
1157
1157
1158
1158
1159
1159
['engineering', 'construction', 'williams', 'company', 'outlook', 'playing', 'earlier', 'comment', 'observance', 'project', 'pressure', 'analyze', 'better', 'analyze', 'risk', 'around', 'availability', 'labor', 'contract', 'personnel', 'material', 'entire', 'supply', 'chain', 'around', 'current', 'thinking', 'guidance', 'around', 'current', 'analysis', 'current', 'outlook']
1160
1160
['bradley', 'olsen', 'great', 'atlantic', 'segment', 'reduce', 'guidance', 'fairly', 'significantly', 'first', 'quarter', 'print', 'strong', 'quarters', 'atlantic', 'segment', 'really', 'transco', 'relate', 'seasonality', 'really', 'visible', 'result', 'print', 'million', 'segment', 'profit', 'first', 'guide', 'towards', 'segment', 'profit', 'million', 'range', 'correct', 'imply', 'decline', 'second', 'segment', 'guess', 'outperform', 'since', 'first', 'quarter', 'reporting']
1161
1161
1162
1162
['bradley', 'olsen', 'great', 'thank']
1163
1163
['operator', 'question', 'craig', 'shere', 'tuohy', 'brother']
1164
1164
1165
1165
1166
1166
1167
1167
1168
1168
['craig', 'shere', 'great', 'little', 'uptick', 'least', 'quarter', 'think', 'change', 'terms', 'guidance', 'color']
1169
1169
1170
1170
['craig', 'shere', 'great', 'finally', 'wonder', 'could', 'little', 'color', 'think', 'prepare', 'comment', 'regard', 'recently', 'comment', 'attack', 'helping', 'atlantic', 'segment', 'could', 'discus', 'little', 'detail', 'success', 'containment', 'especially', 'offset', 'headwind', 'seeing']
1171
1171
['armstrong', 'would', 'concert', 'effort', 'front', 'significant', 'organizational', 'restructure', 'would', 'position', 'reorganize', 'really', 'focus', 'bring', 'transparency', 'structure', 'understand', 'area', 'opportunity', 'pressure', 'great', 'would', 'fashion', 'would', 'think', 'sustainable', 'think', 'opportunity', 'continue', 'improve', 'explore', 'opportunity', 'integrate', 'company', 'instance', 'seeing', 'area', 'opportunity', 'pipe', 'midstream', 'previously', 'operate', 'completely', 'separate', 'business', 'unit', 'seeing', 'opportunity', 'money', 'operate', 'integrate', 'fashion', 'previously', 'terrific', 'proud', 'focus']
1172
1172
1173
1173
1174
1174
1175
1175
['armstrong', 'early', 'file', 'first', 'claim', 'something', 'present', 'forecast', 'forecast', 'incident', 'prepare', 'without', 'knowledge', 'incident', 'coming', 'think', 'forecast', 'present', 'insurer', 'would', 'first', 'insured', 'month', 'august', 'would', '60-day', 'waiting', 'period', 'plan', 'turnaround', 'small', 'period', 'insured', 'couple', 'week', 'operation', '60-day', 'waiting', 'period', 'around', 'would', 'happen']
1176
1176
1177
1177
['kirst', 'appreciate', 'color', 'second', 'perhaps', 'horse', 'facility', 'given', 'inflation', 'alberta', 'seem', 'happening', 'quick', 'period', 'major', 'spend', 'would', 'actually', 'happen', 'possibility', 'locking', 'something', 'turnkey', 'someone', 'order', 'possible', 'future', 'labor', 'inflation']
1178
1178
['think', 'stretching', 'schedule', 'opportunity', 'around', 'recall', 'think', 'mention', 'original', 'announcement', 'facility', 'going', 'little', 'different', 'design', 'industry', 'little', 'smaller', 'build', 'business', 'modular', 'basis', 'allow', 'modular', 'construction', 'fix', 'remain', 'portion', 'would', 'construction', 'project', 'aside', 'project', 'pressure', 'redwater', 'edmonton', 'area', 'really', 'struggle', 'terms', 'productivity', 'pressure', 'mcmurray', 'labor', 'constrain', 'particularly', 'skilled', 'labor', 'constrain', 'would', 'taking', 'working', 'contract', 'really', 'eliminate', 'field', 'construction', 'labor', 'productivity', 'stretching', 'schedule', 'give', 'opportunity']
1179
1179
1180
1180
['armstrong', 'would', 'couple', 'things', 'allow', 'remember', 'portion', 'regulate', 'storage', 'business', 'downstream', 'regulate', 'opportunity', 'terms', 'better', 'return', 'plenty', 'regulate', 'costs', 'service', 'return', 'available', 'would', 'additional', 'risk', 'development', 'costs', 'expect', 'higher', 'return', 'answer', 'question', 'expect', 'higher', 'overall', 'return', 'project', 'things', 'help', 'achieve', 'obviously', 'benefit', 'texas', 'provide', 'better', 'solution', 'market', 'would', 'otherwise', 'offer', 'schedule', 'importantly', 'shipper', 'perspective', 'timing', 'issue', 'probably', 'overstate', 'terms', 'importance', 'people', 'acreage', 'anxious', 'drill', 'seeing', 'price', 'continue', 'collapse', 'supply', 'market', 'option', 'transport', 'getting', 'pretty', 'congest', 'would', 'market', 'anxious', 'solution', 'return', 'making', 'reap', 'benefit', 'things', 'mention']
1181
1181
1182
1182
['operator', 'question', 'sharon', 'wells', 'fargo']
1183
1183
1184
1184
1185
1185
1186
1186
['armstrong', 'question', 'sales', 'contract', 'think', 'expect', 'significant', 'losses', 'would', 'cover']
1187
1187
1188
1188
['sharon', 'apply', 'supply', 'source', 'terms', 'ethane']
1189
1189
1190
1190
['sharon', 'thank']
1191
1191
1192
1192
['durbin', 'analyst', 'goldman', 'sachs', 'thanks', 'understand', 'sorry', 'understand', 'picking', 'insurance', 'question', 'range', 'outcome', 'minus', 'april', 'financials', 'relative', 'insurance', 'deductible', 'another', 'quarter', 'terms', 'financial', 'impact']
1193
1193
1194
1194
['durbin', 'point', 'matter', 'margin', 'downtime', 'perspective', 'obviously', 'assume', 'repair', 'costs']
1195
1195
1196
1196
['durbin', 'right', 'terms', 'distribution', 'growth', 'look', 'still', 'comfortable', 'running', 'little', 'times', 'waiver', 'terms', 'happen', 'geismar', 'wonder', 'think', 'target', 'coverage', 'waiver', 'increase', 'lower', 'distribution', 'growth', 'interplay']
1197
1197
['armstrong', 'speculative', 'question', 'point', 'clearly', 'williams', 'enjoy', 'distribution', 'stake', 'primary', 'equity', 'funding', 'vehicle', 'funding', 'vehicle', 'generally', 'obviously', 'important', 'williams', 'waive', 'million', 'point', 'forward', 'point', 'certainly', 'consider', 'potential', 'waiver', 'additional', 'waiver', 'need', 'would', 'tune', 'execute', 'forth', 'today', 'believe', 'additional', 'waiver', 'require', 'getting', 'closer', 'times', 'coverage', 'base', 'growth', 'getting', 'times', 'coverage', 'numbers', 'comfortable', 'running', 'williams', 'continue', 'monitor', 'situation', 'need', 'additional', 'support', 'decision', 'accordingly']
1198
1198
1199
1199
['operator', 'question', 'jeremy', 'tonet', 'jpmorgan']
1200
1200
['jeremy', 'tonet', 'analyst', 'jpmorgan', 'chase', 'thanks', 'color', 'morning', 'question', 'regard', 'western', 'segment', 'seem', 'result', 'better', 'anticipate', 'going', 'nicely', 'first', 'curious', 'looking', 'segment', 'profit', 'marginally', 'increase', 'wonder', 'conservatism', 'driving', 'guidance']
1201
1201
['allison', 'bridges', 'western', 'operations', 'williams', 'company', 'partly', 'contract', 'change', 'reduction']
1202
1202
1203
1203
1204
1204
1205
1205
['operator', 'final', 'question', 'christine', 'barclays']
1206
1206
['christine', 'sorry', 'follow', 'facility', 'going', 'service', 'capex', 'going', 'place', 'maybe', 'little', 'want', 'think', 'timing', 'spending']
1207
1207
['respond', 'exactly', 'right', 'wrapping', 'majority', 'occur']
1208
1208
['christine', 'accounting', 'question', 'going', 'consolidate', 'interest', 'gulfstar', 'interest', 'constitution', 'clear', 'accounting', 'segment', 'profit', 'guidance']
1209
1209
['armstrong', 'going']
1210
1210
1211
1211
1212
1212
1213
1213
['armstrong', 'great', 'thank', 'armstrong', 'thank', 'joining', 'remain', 'excite', 'future', 'ahead', 'showing', 'starting', 'really', 'corner', 'base', 'project', 'really', 'starting', 'thanks', 'joining']
1214
1214
['operator', 'conclude', 'conference', 'thank', 'participation']
1215
1215
['thomson', 'financial', 'reserves', 'right', 'change', 'document', 'content', 'information', 'without', 'obligation', 'notify', 'person', 'change']
1216
1216
['conference', 'call', 'event', 'transcript', 'base', 'company', 'projection', 'forward', 'looking', 'statement', 'regard', 'variety', 'item', 'forward', 'looking', 'statement', 'base', 'current', 'expectation', 'involve', 'risk', 'uncertainty', 'actual', 'result', 'differ', 'materially', 'state', 'forward', 'looking', 'statement', 'base', 'number', 'important', 'factor', 'risk', 'specifically', 'identify', 'company', 'recent', 'filing', 'although', 'company', 'indicate', 'believe', 'assumption', 'underlie', 'forward', 'looking', 'statement', 'reasonable', 'assumption', 'could', 'prove', 'inaccurate', 'incorrect', 'therefore', 'assurance', 'result', 'contemplate', 'forward', 'looking', 'statement', 'realize']
1217
1217
1218
1219
1219
1220
1221
1221
1222
1223
1223
['transcript', '080113a5112092.792']
1224
1225
1225
['publication', 'transcript']
1226
1227
1227
['copyright']
1228
1228
1229
1230
1230
1231
1232
1232
['return']
1233
1234
1234
['focus', 'document']
1235
1236
1237
1237
1238
1239
1239
['wednesday']
1240
1241
1241
1242
1243
1243
['length', 'words']
1244
1245
1245
['corporate', 'participant']
1246
1246
1247
1247
1248
1248
['conference', 'participant']
1249
1249
1250
1250
1251
1251
1252
1252
1253
1253
['chappel', 'williams', 'company', 'thanks', 'brett', 'morning', 'thanks', 'joining', 'morning', 'williams', 'partner', 'williams', 'quite', 'slide', 'going', 'pretty', 'quickly', 'cover', 'ground', 'certainly', 'post', 'spend', 'little', 'first', 'couple', 'slide', 'since', 'fairly', 'first', 'point', 'forward', 'looking', 'statement', 'account', 'investment', 'decision']
1254
1254
1255
1255
1256
1256
1257
1257
['terms', 'physical', 'damage', 'significant', 'explosion', 'geismar', 'large', 'facility', 'explosion', 'significant', 'fairly', 'fairly', 'modest', 'size', 'within', 'facility', 'obviously', 'pretty', 'heavily', 'damage', 'unknown', 'damage', 'adjacent', 'result', 'explosion', 'could', 'equipment', 'damage', 'visible', 'inspection', 'equipment', 'better', 'handle', 'nonetheless', 'assessment', 'process', 'walking', 'given', 'chemical', 'safety', 'board', 'investigation', 'cause']
1258
1258
['explosion', 'originate', 'propylene', 'fractionator', 'plant', 'damage', 'equipment', 'adjacent', 'propylene', 'fractionator', 'obviously', 'piping', 'exchanger', 'section', 'cable', 'tray', 'extensive', 'damage', 'fairly', 'modest', 'facility', 'going', 'looking', 'adjacent', 'area', 'ensure', 'damage', 'detect', 'repair']
1259
1259
1260
1260
['unable', 'provide', 'guidance', 'terms', 'timing', 'today', 'enough', 'information', 'really', 'speculate']
1261
1261
['yesterday', 'evening', 'terms', 'financial', 'information', 'estimate', 'segment', 'profit', 'recent', 'guidance', 'issue', 'include', 'petchem', 'services', 'segment', 'million', 'segment', 'profit', 'million', 'incident', 'include', '50-day', 'turnaround', 'plant', 'turnaround', 'august', 'september', 'excuse', 'august', 'september', 'timeframe', 'would', 'reduce', 'operational', 'period', 'expansion', 'coming', 'online', 'turnaround', 'process', 'believe', 'october']
1262
1262
1263
1263
['general', 'liability', 'coverage', 'total', 'million', 'annual', 'aggregate', 'limit', 'retention', 'million', 'occurrence', 'worker', 'statutory', 'limit', 'retention', 'million', 'occurrence', 'receipt', 'insurance', 'proceeds', 'relate', 'income', 'recognition', 'somewhat', 'different', 'period', 'typically', 'somewhat', 'certainly', 'inform', 'element', 'typically', 'insurer', 'agree', 'claim', 'receive', 'continue', 'explore', 'timing', 'reimbursement', 'costs', 'tight', 'actual', 'payment', 'income']
1264
1264
['working', 'bring', 'plant', 'plant', 'expansion', 'online', 'quickly', 'possible', 'given', 'damage', 'assessment', 'really', 'unable', 'speculate', 'timeline', 'everything', 'power', 'bring', 'online', 'safely', 'quickly', 'possible', 'update', 'guidance', 'along', 'normal', 'quarterly', 'earnings', 'financial', 'update']
1265
1265
1266
1266
1267
1267
1268
1268
1269
1269
1270
1270
1271
1271
['atlantic', 'large', 'project', 'include', 'large', 'project', 'transco', 'couple', 'minutes', 'northeast', 'constitution', 'pipeline', 'couple', 'water', 'project', 'gulfstar', 'keathley', 'canyon', 'petchem', 'services', 'business', 'pursue', 'geismar', 'expansion', 'interrupt', 'tragic', 'accident', 'geismar', 'speak', 'update', 'market', 'terms', 'exact', 'timing', 'information']
1272
1272
['little', 'expansion', 'piceance', 'support', 'piceance', 'activity', 'defer', 'little']
1273
1273
1274
1274
1275
1275
1276
1276
['racer', 'investment', 'interest', 'racer', 'start', 'partner', 'sellers', 'caiman', 'business', 'development', 'interest', 'utica', 'running', 'start', 'cayman', 'acquisition', 'quickly', 'transact', 'dominion', '50%/50', 'caiman', 'dominion', 'interest', 'caiman', 'caiman', 'partnership', 'dominion', 'horse', 'utica', 'valley', 'three', 'river', 'investment', 'currently', 'total', 'billion', 'three', 'guidance', 'period', 'growth', 'prospect']
1277
1277
1278
1278
['expect', 'volume', 'growth', 'guidance', 'period', 'actually', 'capacity', 'construct', 'without', 'investing', 'capital']
1279
1279
1280
1280
['bottom', 'local', 'propane', 'demand', 'mariner', 'ethane', 'ethane', 'perhaps', 'grade', 'nonetheless', 'amount', 'unmet', 'infrastructure', 'bring', 'product', 'market', 'bluegrass', 'pipeline', 'target', 'bluegrass', 'build', 'something', 'bluegrass', 'solution', 'drilling', 'northeast', 'would', 'baxter', 'producer', 'would', 'become', 'attractive', 'enable', 'producer', 'attractive', 'price', 'product', 'therefore', 'attractive', 'back', 'space']
1281
1281
1282
1282
1283
1283
1284
1284
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1285
1285
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1286
1286
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1287
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1288
1288
1289
1289
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1290
1290
1291
1291
['pipeline', 'take', 'olefin', 'sands', 'processing', 'complex', 'redwater', 'edmonton', 'pipeline', 'competitive', 'advantage', 'capture', 'business', 'sands']
1292
1292
1293
1293
['investment', 'million', 'funding', 'largely', 'international', 'flow', 'international', 'looking', 'project', 'working', 'potential', 'partner', 'perhaps', 'commodity', 'price', 'perhaps', 'base', 'arrangement', 'tune', 'front']
1294
1294
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1295
1295
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1296
1296
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1297
1297
1298
1298
1299
1299
1300
1300
1301
1301
1302
1302
['pause', 'question', 'breakout']
1303
1303
['unidentified', 'audience', 'member', 'inaudible', 'microphone', 'inaccessible']
1304
1304
1305
1305
1306
1306
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1307
1307
1308
1308
1309
1309
1310
1310
1311
1311
1312
1313
1313
1314
1315
1315
['language', 'english']
1316
1317
1317
['transcript', '062613a5118138.738']
1318
1319
1319
1320
1321
1321
['copyright']
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1322
1323
1324
1324
['copyright']
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1326
1326
['return']
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1328
1328
['focus', 'document']
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1330
1331
1331
['disclosure']
1332
1333
1333
['wednesday']
1334
1335
1335
1336
1337
1337
1338
1339
1339
['corporate', 'participant']
1340
1340
1341
1341
1342
1342
1343
1343
['williams', 'company', 'president']
1344
1344
['frank', 'billings']
1345
1345
['williams', 'company', 'northeastern', 'gathering', 'processing']
1346
1346
1347
1347
1348
1348
['miller']
1349
1349
['williams', 'company', 'atlantic', 'operate']
1350
1350
1351
1351
['williams', 'company']
1352
1352
['allison', 'bridges']
1353
1353
['williams', 'company', 'western', 'operations']
1354
1354
['randy', 'newcomer']
1355
1355
['williams', 'company', 'acting', 'petchem', 'services']
1356
1356
1357
1357
['olsen']
1358
1358
['tudor', 'pickering', 'security', 'analyst']
1359
1359
['faisel']
1360
1360
['citigroup', 'analyst']
1361
1361
1362
1362
['morgan', 'stanley', 'analyst']
1363
1363
['durbin']
1364
1364
1365
1365
1366
1366
['wells', 'fargo', 'security', 'analyst']
1367
1367
1368
1368
['tuohy', 'brother', 'analyst']
1369
1369
1370
1370
1371
1371
1372
1372
['capital', 'advisor', 'analyst']
1373
1373
['kirst']
1374
1374
['capital', 'market', 'analyst']
1375
1375
1376
1376
1377
1377
1378
1378
1379
1379
['presentation']
1380
1380
['operator', 'everyone', 'welcome', 'williams', 'williams', 'partner', 'first', 'quarter', 'earnings', 'release', 'conference', 'today', 'conference', 'record', 'opening', 'remark', 'introduction', 'would', 'porter', 'investor', 'relations', 'please', 'ahead']
1381
1381
['porter', 'williams', 'company', 'thank']
1382
1382
1383
1383
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1384
1384
1385
1385
1386
1386
1387
1387
1388
1388
['result', 'couple', 'years', 'supply', 'producer', 'response', 'natural', 'price', 'signal', 'people', 'slow', 'people', 'expectation', 'take', 'flywheel', 'rolling', 'large', 'scale', 'operations', 'area', 'marcellus', 'utica', 'advantage', 'benefit', 'large', 'scale', 'development', 'major', 'program', 'already', 'place']
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1389
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1390
1390
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1391
1391
1392
1392
['question']
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1393
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1394
['operator', 'operator', 'instructions']
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1395
1396
1396
1397
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1398
1398
['olsen', 'great', 'thanks', 'increase', 'takeaway', 'alternative', 'focus', 'gathering', 'specific', 'pipeline', 'deliver', 'expect', 'building', 'capacity']
1399
1399
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1400
1400
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1401
1401
1402
1402
1403
1403
['miller', 'atlantic', 'operate', 'williams', 'company']
1404
1404
1405
1405
1406
1406
['chappel', 'williams', 'company', 'follow', 'comment', 'consolidate', 'gulfstar', 'project', 'despite', 'ownership', 'partner', 'marubeni', 'interest', 'show', 'control', 'interest', 'segment', 'profit', 'push', 'startup', 'project', 'quarter', 'effect', 'show', 'segment', 'profit', 'change', 'control', 'interest', 'change', 'offset']
1407
1407
1408
1408
1409
1409
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1410
1410
['faisel']
1411
1411
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1412
1412
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1413
1413
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1414
1414
1415
1415
1416
1416
1417
1417
1418
1418
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1419
1419
1420
1420
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1421
1421
1422
1422
1423
1423
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1424
1424
1425
1425
1426
1426
1427
1427
['durbin', 'analyst', 'goldman', 'sachs', 'thanks', 'dividend', 'coverage', 'define', 'looking', 'think', 'coverage', 'seeing']
1428
1428
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1429
1429
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1430
1430
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1431
1431
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1432
1432
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1433
1433
['durbin', 'thank']
1434
1434
1435
1435
1436
1436
1437
1437
1438
1438
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1439
1439
1440
1440
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1441
1441
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1442
1442
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1443
1443
['sharon', 'great', 'thanks', 'comment']
1444
1444
1445
1445
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1446
1446
1447
1447
1448
1448
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1449
1449
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1450
1450
['craig', 'shere', 'understand', 'thank']
1451
1451
1452
1452
1453
1453
1454
1454
['brett', 'reilly', 'additional', 'capital', 'spend', 'resolve', 'bottleneck', 'today', 'opportunity', 'recover', 'incremental', 'capital', 'satisfy', 'current', 'contract']
1455
1455
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1456
1456
1457
1457
1458
1458
['brett', 'reilly', 'billion', 'growth', 'capital', 'opportunity', 'level', 'really', 'function', 'bluegrass', 'move', 'piece', 'within']
1459
1459
1460
1460
['brett', 'reilly', 'thank']
1461
1461
1462
1462
['becca', 'followill', 'analyst', 'capital', 'advisor', 'morning', 'ending', 'balance', 'million', 'level', 'canadian', 'domestic', 'along', 'bluegrass', 'project', 'expect', 'online', 'would', 'expect', 'significant', 'amount', 'capex', 'bridge', 'level']
1463
1463
1464
1464
1465
1465
1466
1466
1467
1467
1468
1468
['becca', 'followill', 'looking', 'adjust', 'segment', 'guidance', 'within', 'first', 'quarter', 'show', 'guidance', 'northeast', 'million', 'versus', 'sorry', 'piece', 'paper', 'around', 'think', 'first', 'quarter', 'million']
1469
1469
['frank', 'billings', 'front']
1470
1470
['becca', 'followill', 'looking', 'podcast', 'talk', 'overrun', 'geismar', 'quantify']
1471
1471
1472
1472
1473
1473
1474
1474
1475
1475
1476
1476
['armstrong', 'quarters', 'would', 'available', 'right', 'forecasting', 'would', 'available']
1477
1477
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1478
1478
1479
1479
1480
1480
1481
1481
['chappel', 'guidance', 'disclosure', 'project', 'beyond', 'guidance', 'project']
1482
1482
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1483
1483
1484
1484
['kirst', 'great', 'thanks', 'appreciate', 'clarification']
1485
1485
['operator', 'selman', 'akyol', 'stifel', 'nicolaus']
1486
1486
['selman', 'akyol', 'analyst', 'stifel', 'nicolaus', 'thank', 'morning', 'question', 'ask', 'terms', 'geismar', 'turnaround', 'schedule', 'quarter']
1487
1487
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1488
1488
1489
1489
1490
1490
1491
1491
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1492
1492
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1493
1493
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1494
1494
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1495
1495
['armstrong', 'really', 'estimate', 'basically', 'looking', 'plant', 'economics', 'variable', 'economics', 'determine', 'going', 'obviously', 'determine', 'whole', 'market', 'mention', 'earlier', 'think', 'contract', 'structure', 'might', 'percent', 'liquid', 'contract', 'producer', 'might', 'sorry', 'processor', 'might', 'drive', 'economically', 'continue', 'recover', 'shrink', 'obligation', 'variable', 'decision', 'lower', 'lower', 'going', 'transportation', 'fractionation', 'anyway', 'therefore', 'ethane', 'think', 'driving', 'decision', 'decision', 'basically', 'forecasting', 'rejection', 'plant', 'throughout', 'period', 'earlier', 'assure', 'period', 'little', 'margin', 'advantage', 'model', 'right', 'rejection']
1496
1496
['selman', 'akyol', 'right', 'thank']
1497
1497
['operator', 'helen', 'barclays']
1498
1498
['helen', 'analyst', 'barclays', 'capital', 'morning', 'actually', 'question', 'answer', 'accept', 'rejection', 'whole', 'contract', 'processing', 'plant', 'contract', 'recover', 'ethane', 'volume', 'could', 'methane', 'price', 'negative', 'spread']
1499
1499
1500
1500
1501
1501
1502
1502
1503
1503
['armstrong']
1504
1504
1505
1505
1506
1506
1507
1507
['armstrong', 'finish', 'answer', 'question', 'things', 'specific', 'question', 'large', 'volume', 'reduction', 'probably', 'around', 'laurel', 'mountain', 'midstream', 'basically', 'forecast', 'given', 'system', 'point', 'really', 'anticipation', 'chevron', 'switching', 'drilling', 'program', 'wetter', 'area', 'years', 'pull', 'volume', 'pull', 'capital', 'decision', 'reduce', 'capital', 'associate', 'volume', 'growth']
1508
1508
1509
1509
['helen', 'helpful', 'thank']
1510
1510
['armstrong', 'armstrong', 'ahead', 'close', 'thank', 'continue', 'interest', 'company', 'remain', 'excite', 'environment', 'infrastructure', 'requirement', 'build', 'resource', 'north', 'america', 'lucky', 'position', 'location', 'major', 'player', 'provide', 'infrastructure', 'excite', 'growth', 'trajectory', 'flash', 'growth', 'growth', 'trajectory', 'going', 'major', 'investment', 'making', 'thank', 'joining', 'forward', 'seeing']
1511
1511
['operator', 'conclude', 'today', 'teleconference', 'thank', 'participation']
1512
1512
1513
1513
1514
1514
1515
1516
1516
[]
1517
1518
1518
['language', 'english']
1519
1520
1520
1521
1522
1522
['publication', 'transcript']
1523
1524
1524
['copyright']
1525
1525
['right', 'reserve']
1526
1527
1527
['copyright']
1528
1529
1529
['return']
1530
1531
1531
['focus', 'document']
1532
1533
1534
1534
['disclosure']
1535
1536
1536
1537
1538
1538
['williams', 'company', 'williams', 'partner', 'raymond', 'james', 'institutional', 'investor', 'conference', 'final']
1539
1540
1540
1541
1542
1542
['corporate', 'participant']
1543
1543
1544
1544
['williams', 'company']
1545
1545
1546
1546
1547
1547
1548
1548
1549
1549
1550
1550
['really', 'company', 'introduction', 'premier', 'midstream', 'company', 'industry', 'leading', 'dividend', 'growth', 'backlog', 'believe', 'billion', 'project', 'three', 'years', 'tangible', 'amount', 'visibility', 'going', 'growth', 'going']
1551
1551
1552
1552
1553
1553
1554
1554
1555
1555
['certainly', 'early', 'innings', 'shale', 'shale', 'development', 'great', 'visibility', 'enormous', 'amount', 'growth', 'contracting', 'typically', 'service', 'earnings', 'really', 'strong', 'earnings', 'growth', 'base', 'business', 'contract', 'several', 'years']
1556
1556
['great', 'visibility', 'growth', 'great', 'backlog', 'sign', 'business', 'business', 'proposal', 'stage', 'business', 'given', 'position', 'market']
1557
1557
['little', 'really', 'pretty', 'footprint', 'country', 'probably', 'prominent', 'interstate', 'natural', 'pipeline', 'large', 'transco', 'move', 'mexico', 'northeast', 'move', 'northeast', 'atlantic']
1558
1558
['really', 'become', 'bidirectional', 'big', 'pipeline', 'system', 'country', 'pipeline', 'system', 'really', 'major', 'pipeline', 'system', 'appalachian', 'mountain', 'give', 'advantage', 'terms', 'business', 'along', 'heavily', 'populate', 'eastern', 'seaboard']
1559
1559
['transco', 'undergo', 'pretty', 'large', 'array', 'expansion', 'provide', 'service', 'power', 'company', 'repowering', 'plant', 'building', 'plant', 'nuclear', 'plant', 'serve', 'growing', 'petchem', 'demand', 'steel', 'demand', 'manufacturing', 'demand', 'normal', 'growth', 'residential', 'commercial', 'business', 'tremendous', 'amount', 'growth', 'around', 'transco', 'system', 'demand', 'payment', 'contract', 'structure', 'contract']
1560
1560
['florida', 'stream', 'pipeline', 'interest', 'pipeline', 'grow', 'serve', 'growing', 'market', 'expand', 'times', 'several', 'years', 'looking', 'another', 'potential', 'large', 'scale', 'expansion']
1561
1561
['northwest', 'northwest', 'pipeline', 'system', 'source', 'basin', 'rocky', 'mountain', 'canada', 'move', 'prime', 'northwest', 'market']
1562
1562
['comprise', 'interstate', 'pipeline', 'business', 'large', 'rapidly', 'growing', 'midstream', 'business', 'little', 'hard', 'major', 'position', 'mexico', 'onshore', 'offshore', 'major', 'position', 'rockies', 'basin', 'position', 'canada', 'sands', 'processing', 'upgraders', 'large', 'relatively', 'position', 'marcellus', 'beginning', 'business', 'utica']
1563
1563
['finally', 'investment', 'access', 'midstream', 'partner', 'month', 'december', 'buy', 'interest', 'general', 'partner', 'include', 'unit', 'expose', 'additional', 'growth', 'opportunity', 'access', 'portfolio', 'premier', 'basin', 'include', 'marcellus', 'utica', 'haynesville', 'barnett', 'position', 'continent', 'niobrara', 'portfolio', 'seeing', 'opportunity', 'producer', 'market', 'customer', 'continue', 'parade', 'growth']
1564
1564
1565
1565
['williams', 'control', 'interest', 'williams', 'partner', 'large', 'scale', 'williams', 'partner', 'growth', 'distribution', 'offer', 'market', 'continue', 'growth', 'several', 'years', 'compel', 'excuse', 'growth', 'distribution', 'dividend', 'really', 'propel', 'strong', 'fundamentals', 'project', 'mention', 'either', 'backlog', 'extend', 'growth', 'beyond', 'project']
1566
1566
['enjoy', 'coverage', 'ratio', 'coverage', 'ratio', 'seeing', 'price', 'reduce', 'forecasting', 'coverage', 'ratio', 'times', 'distribution', 'fall', 'short', 'million', 'couple', 'strong', 'years', 'times', 'coverage', 'expect', 'coverage', 'speed', 'something', 'manage']
1567
1567
1568
1568
1569
1569
['might', 'moment', 'couple', 'commodity', 'concern', 'ethane', 'ethane', 'pretty', 'demand', 'excess', 'supply', 'cracker', 'online', 'looking', 'slide', 'anyone', 'website', 'slide', 'number', 'seven', 'illustrate', 'strength', 'geismar', 'natural', 'ethane', 'hedge']
1570
1570
['slide', 'ethane', 'margin', 'ethylene', 'margin', 'diamond', 'guidance', 'forecasting', 'ethane', 'spread', 'equate', 'million', 'margin', 'ethane', 'spread', 'would', 'million', 'margin', 'thing', 'given', 'scale', 'williams']
1571
1571
['ethane', 'cheap', 'expand', 'fraction', 'really', 'gross', 'margin', 'include', 'ethylene', 'margin', 'hold', 'ethylene', 'constant', 'change', 'price', 'ethane', 'ethane', 'margin', 'diminish', 'ethylene', 'margin', 'expand', 'actually', 'negative', 'ethane', 'margin', 'possible', 'actually', 'first', 'quarter', 'actually', 'money']
1572
1572
1573
1573
1574
1574
1575
1575
1576
1576
1577
1577
1578
1578
1579
1579
1580
1580
1581
1581
['box', 'susquehanna', 'supply', 'business', 'start', 'expect', 'three', 'takeaway', 'capacity', 'volume', 'aggressively', 'growing', 'continuous', 'expansion', 'customer', 'need', 'susquehanna', 'county', 'position', 'need', 'wells', 'amaze', 'wells', 'things', 'going', 'quite']
1582
1582
1583
1583
1584
1584
1585
1585
1586
1586
1587
1587
['working', 'pipeline', 'solution', 'bring', 'northeast', 'marcellus', 'utica', 'coast', 'sanction', 'project', 'working', 'reality', 'investment', 'provide', 'better', 'drilling', 'economics', 'producer', 'marcellus', 'utica', 'drilling', 'accelerate', 'extend', 'period']
1588
1588
1589
1589
['major', 'investment', 'position', 'marcellus', 'utica']
1590
1590
1591
1591
['canada', 'moment', 'oftentimes', 'canadian', 'investment', 'business', 'overlook', 'spend', 'couple', 'minutes', 'sands', 'upgraders', 'produce', 'olefin', 'superheat', 'bitumen', 'crack', 'molecule', 'case', 'create', 'propylene', 'ethylene', 'typically', 'boiler', 'burning', 'valuable', 'product', 'release', 'excess', 'emission']
1592
1592
['years', 'sign', 'agreement', 'suncor', 'stream', 'extract', 'olefin', 'return', 'clean', 'methane', 'sign', 'contract', 'suncor', 'announce', 'overall', 'reduction', 'emission', 'facility', 'facility', 'emission', 'receive', 'praise', 'government', 'alberta', 'canada', 'environmental', 'group']
1593
1593
['since', 'build', 'pipeline', '260-mile', 'pipeline', 'mcmurray', 'redwater', 'fractionator', 'complex', 'handle', 'liquid', 'expand', 'complex', 'since', 'sign', 'agreement', 'supply', 'ethane', 'floor', 'price', 'commodity', 'price', 'upside', 'interest', 'taking', 'ethane', 'produce', 'earlier', 'announce', 'guess', 'announce', 'process', 'building', 'facility', 'process', 'finally', 'target', 'syncrude', 'discussion', 'syncrude', 'process']
1594
1594
1595
1595
['ethane', 'facility', 'selling', 'green', 'would', 'represent', 'remain', 'business', 'syncrude', 'contract', 'little', 'green', 'capture', 'within', 'couple', 'years']
1596
1596
['remainder', 'primarily', 'syncrude', 'think', 'economics', 'compel', 'environmental', 'benefit', 'compel', 'expect', 'business', 'taking', 'little', 'develop']
1597
1597
['yellow', 'slide', 'announce', 'expansion', 'upgraders', 'would', 'delight', '80,000', 'barrels', 'exist', 'business', 'think', 'longer', 'plenty', 'opportunity', 'company', 'provide', 'service', 'barrier', 'entry', 'pretty', 'think', 'really', 'business']
1598
1598
1599
1599
1600
1600
['service', 'second', 'quarter', 'really', 'first', 'really', 'anything', 'couple', 'years', 'carry', 'really', 'saying', 'driving', 'beyond', 'transco', 'project', 'leidy', 'southeast', 'million', 'going', 'service', 'really', 'driving', 'plenty', 'things', 'going', 'drive', 'growth']
1601
1601
['project', 'gulfstar', 'floating', 'production', 'system', 'deepwater', 'mexico', 'really', 'serving', 'discovery', 'coming', 'interest', 'marabini', 'announce', 'month', 'billion', 'capital', 'project', 'developing']
1602
1602
['marabini', 'investor', 'share', 'million', 'service', 'second', 'quarter', 'first']
1603
1603
['number', 'miscellaneous', 'pipeline', 'petchem', 'relate', 'project', 'pipeline', 'storage', 'facility', 'around', 'coast', 'petchem', 'facility', 'petchem', 'product', 'propylene', 'ethylene', 'petchem', 'facility', 'derivative', 'plant', 'think', 'base', 'business', 'base', 'additional', 'investment', 'making', 'service']
1604
1604
1605
1605
['larger', 'project', 'investing', 'project', 'really', 'service', 'really', 'flow', 'visibility', 'growth']
1606
1606
1607
1607
1608
1608
['chesapeake', 'need', 'interest', 'chesapeake', 'prepare', 'remain', 'interest', 'access', 'public', 'company', 'williams', 'participate', 'transaction', 'auction', 'negotiation', 'chesapeake', 'interest', 'williams', 'strategic', 'service', 'provider', 'knowing', 'relationship', 'want', 'company', 'going', 'provide', 'service', 'large', 'scale', 'reliable', 'williams', 'align', 'access', 'balance', 'investment']
1609
1609
1610
1610
1611
1611
1612
1612
1613
1613
['coverage', 'think', 'help', 'secure', 'growth', 'provide', 'upside', 'reinvestment', 'excess', 'base', 'project']
1614
1614
['think', 'excite', 'opportunity', 'front', 'fundamentals', 'could', 'better', 'close']
1615
1615
1616
1616
['depth', 'breadth', 'investment', 'grade', 'intention', 'remain', 'investment', 'grade', 'current', 'level', 'operate', 'great', 'visibility', 'growth', 'growth', 'beyond', 'think', 'dividend', 'distribution', 'growth', 'class']
1617
1617
['would', 'close', 'question', 'breakout', 'session', 'minutes']
1618
1618
['question', 'answer']
1619
1619
['kevin', 'smith', 'question', 'audience', 'question', 'natural', 'inflation', 'thing', 'always', 'try', 'figure', 'might', 'perspective', 'inaudible', 'customer', 'coming', 'outlook']
1620
1620
['chappel', 'question', 'anyone', 'could', 'anyone', 'phone', 'development', 'marcellus', 'customer', 'would', 'mix', 'would', 'area', 'couple', 'years', 'cool', 'tend', 'drier', 'area', 'result', 'quite', 'powerful', 'area', 'susquehanna', 'county', 'however', 'seeing', 'tremendous', 'result', 'tremendous', 'growth']
1621
1621
['growing', 'rapidly', 'would', 'laurel', 'mountain', 'economics', 'quite', 'strong', 'susquehanna', 'county', 'behind', 'infrastructure', 'think', 'drilling', 'activity', 'slow', 'still', 'growing', 'slow', 'growth', 'previously', 'think', 'catch', 'point', 'drilling', 'wells', 'capital', 'strand', 'wells', 'connect', 'market']
1622
1622
1623
1623
['nonetheless', 'development', 'development', 'utica', 'marcellus', 'little', 'mix', 'depend', 'wells', 'wetter', 'area', 'move', 'build']
1624
1624
1625
1625
['chappel', 'thank']
1626
1626
['thomson', 'financial', 'reserves', 'right', 'change', 'document', 'content', 'information', 'without', 'obligation', 'notify', 'person', 'change']
1627
1627
['conference', 'call', 'event', 'transcript', 'base', 'company', 'projection', 'forward', 'looking', 'statement', 'regard', 'variety', 'item', 'forward', 'looking', 'statement', 'base', 'current', 'expectation', 'involve', 'risk', 'uncertainty', 'actual', 'result', 'differ', 'materially', 'state', 'forward', 'looking', 'statement', 'base', 'number', 'important', 'factor', 'risk', 'specifically', 'identify', 'company', 'recent', 'filing', 'although', 'company', 'indicate', 'believe', 'assumption', 'underlie', 'forward', 'looking', 'statement', 'reasonable', 'assumption', 'could', 'prove', 'inaccurate', 'incorrect', 'therefore', 'assurance', 'result', 'contemplate', 'forward', 'looking', 'statement', 'realize']
1628
1628
['information', 'contain', 'event', 'transcript', 'textual', 'representation', 'applicable', 'company', 'conference', 'effort', 'provide', 'accurate', 'transcription', 'material', 'error', 'omission', 'inaccuracy', 'reporting', 'substance', 'conference', 'call', 'thomson', 'financial', 'applicable', 'company', 'applicable', 'company', 'assume', 'responsibility', 'investment', 'decision', 'base', 'information', 'provide', 'event', 'transcript', 'user', 'advise', 'review', 'applicable', 'company', 'conference', 'applicable', 'company', 'filing', 'making', 'investment', 'decision']
1629
1630
1630
1631
1632
1632
1633
1634
1634
1635
1636
1636
1637
1638
1638
1639
1639
1640
1641
1641
1642
In [122]:
def clean_text(text):
    tokenized_text = word_tokenize(text.lower())
    cleaned_text = [t for t in tokenized_text if t not in STOPWORDS and re.match(r'[a-zA-Z\-][a-zA-Z\-]{2,}', t)]
    return cleaned_text
 
# For gensim we need to tokenize the data and filter out stopwords
#tokenized_data = text_data

tokenized_data = []
for text in data_text:
     tokenized_data.append(clean_text(text))
 
 
# Build a Dictionary - association word to numeric id
dictionary = corpora.Dictionary(tokenized_data)
 
# Transform the collection of texts to a numerical form
corpus = [dictionary.doc2bow(text) for text in tokenized_data]
In [ ]:
import pickle
pickle.dump(corpus, open('corpus.pkl', 'wb'))
dictionary.save('dictionary.gensim')

import gensim
NUM_TOPICS = 5
ldamodel = gensim.models.ldamodel.LdaModel(corpus, num_topics = NUM_TOPICS, id2word=dictionary, passes=15)
ldamodel.save('model5.gensim')
topics = ldamodel.print_topics(num_words=4)
for topic in topics:
    print(topic)

    
In [110]:
tokenized_data
Out[110]:
[['download',
  'request',
  'tagged',
  'documents',
  'time',
  'request',
  'wednesday',
  'may',
  'send',
  'university',
  'liverpool',
  'sydney',
  'jones',
  'library',
  'box',
  'terms',
  'aflac',
  'inc',
  'source',
  'fair',
  'disclosure',
  'wire',
  'project',
  'results',
  'aflac',
  'incorporated',
  'earnings',
  'conference',
  'call',
  'final',
  'fair',
  'disclosure',
  'wire',
  'february',
  'wednesday',
  'words',
  'aflac',
  'incorporated',
  'goldman',
  'sachs',
  'financial',
  'services',
  'conference',
  'final',
  'fair',
  'disclosure',
  'wire',
  'december',
  'tuesday',
  'words',
  'aflac',
  'incorporated',
  'earnings',
  'conference',
  'call',
  'final',
  'fair',
  'disclosure',
  'wire',
  'october',
  'wednesday',
  'words',
  'aflac',
  'incorporated',
  'kbw',
  'insurance',
  'conference',
  'final',
  'fair',
  'disclosure',
  'wire',
  'september',
  'thursday',
  'words',
  'aflac',
  'incorporated',
  'raymond',
  'james',
  'european',
  'investors',
  'north',
  'american',
  'equities',
  'conference',
  'final',
  'fair',
  'disclosure',
  'wire',
  'september',
  'tuesday',
  'words',
  'aflac',
  'incorporated',
  'scotiabank',
  'financials',
  'summit',
  'final',
  'fair',
  'disclosure',
  'wire',
  'september',
  'thursday',
  'words',
  'aflac',
  'incorporated',
  'earnings',
  'conference',
  'call',
  'final',
  'fair',
  'disclosure',
  'wire',
  'july',
  'wednesday',
  'words',
  'aflac',
  'incorporated',
  'investor',
  'conference',
  'final',
  'fair',
  'disclosure',
  'wire',
  'may',
  'wednesday',
  'words',
  'aflac',
  'incorporated',
  'earnings',
  'conference',
  'call',
  'final',
  'fair',
  'disclosure',
  'wire',
  'april',
  'thursday',
  'words',
  'aflac',
  'incorporated',
  'jpmorgan',
  'insurance',
  'conference',
  'final',
  'fair',
  'disclosure',
  'wire',
  'march',
  'thursday',
  'words',
  'aflac',
  'incorporated',
  'citi',
  'financial',
  'services',
  'conference',
  'final',
  'fair',
  'disclosure',
  'wire',
  'march',
  'wednesday',
  'words',
  'aflac',
  'incorporated',
  'raymond',
  'james',
  'institutional',
  'investors',
  'conference',
  'final',
  'fair',
  'disclosure',
  'wire',
  'march',
  'monday',
  'words',
  'aflac',
  'incorporated',
  'bank',
  'america',
  'merrill',
  'lynch',
  'insurance',
  'conference',
  'final',
  'fair',
  'disclosure',
  'wire',
  'february',
  'thursday',
  'words',
  'return',
  'list',
  'focus',
  'documents',
  'fair',
  'disclosure',
  'wire',
  'february',
  'wednesday',
  'aflac',
  'incorporated',
  'earnings',
  'conference',
  'call',
  'final',
  'length',
  'words',
  'corporate',
  'participants',
  'robin',
  'wilkey',
  'aflac',
  'inc',
  'svp',
  'investor',
  'rating',
  'agency',
  'relations',
  'dan',
  'amos',
  'aflac',
  'inc',
  'chairman',
  'ceo',
  'paul',
  'amos',
  'aflac',
  'inc',
  'president',
  'aflac',
  'eric',
  'kirsch',
  'aflac',
  'inc',
  'evp',
  'global',
  'cio',
  'ken',
  'janke',
  'aflac',
  'inc',
  'president',
  'aflac',
  'evp',
  'deputy',
  'cfo',
  'teresa',
  'white',
  'aflac',
  'inc',
  'evp',
  'coo',
  'aflac',
  'columbus',
  'kriss',
  'cloninger',
  'aflac',
  'inc',
  'president',
  'cfo',
  'conference',
  'call',
  'participants',
  'chris',
  'giovanni',
  'goldman',
  'sachs',
  'analyst',
  'yaron',
  'kinar',
  'deutsche',
  'bank',
  'analyst',
  'jimmy',
  'bhullar',
  'jpmorgan',
  'chase',
  'analyst',
  'john',
  'nadel',
  'sterne',
  'agee',
  'leach',
  'inc.',
  'analyst',
  'steven',
  'schwartz',
  'raymond',
  'james',
  'associates',
  'analyst',
  'tom',
  'gallagher',
  'credit',
  'suisse',
  'analyst',
  'presentation',
  'operator',
  'welcome',
  'aflac',
  'fourth-quarter',
  'earnings',
  'conference',
  'call',
  'operator',
  'instructions',
  'please',
  'advised',
  'today',
  'conference',
  'recorded',
  'would',
  'like',
  'turn',
  'call',
  'miss',
  'robin',
  'wilkey',
  'senior',
  'vice',
  'president',
  'aflac',
  'investor',
  'rating',
  'agency',
  'relations',
  'robin',
  'wilkey',
  'svp',
  'investor',
  'rating',
  'agency',
  'relations',
  'aflac',
  'inc',
  'good',
  'morning',
  'everyone',
  'welcome',
  'fourth-quarter',
  'conference',
  'call',
  'joining',
  'morning',
  'dan',
  'amos',
  'chairman',
  'ceo',
  'kriss',
  'cloninger',
  'president',
  'cfo',
  'ken',
  'janke',
  'president',
  'aflac',
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In [116]:
coy_name = coy[:-4]
Out[116]:
['CVS_Health_Corp2014.txt',
 'Commercial_Metals_Co2015.txt',
 'Crocs_Inc2010.txt',
 'FedEx_Corp2014.txt',
 'HCP_Inc2009.txt',
 'Haverty_Furniture_Cos_Inc2012.txt',
 'Herman_Miller_Inc2014.txt',
 'PTC_Inc2011.txt',
 'Parkway_Properties_Inc2014.txt',
 'Williams_Cos_Inc2013.txt']
In [141]:
### It works, I guess the trick is that it has to be unsees otherwise it prodces akward recusts.
for i in range(20):
    new = open(mypath +[ rrr[i] for i in sorted(random.sample(range(len(rrr)), 1)) ][0]).read()

    new = clean_text(new)

    new = [dictionary.doc2bow(text) for text in [new]]
    new = new[0]

    print(lda[new])
[(0, 0.44310560776446495), (1, 0.11139815316297985), (2, 0.16310755806998817), (3, 0.24841433162842072), (4, 0.03397434937414625)]
[(0, 0.4748064648821921), (1, 0.1897689032837501), (3, 0.2152143770969904), (4, 0.11329092420272754)]
[(0, 0.10413031449442015), (1, 0.04244500944609349), (2, 0.11717611656494684), (3, 0.058538005543693164), (4, 0.6777105539508463)]
[(0, 0.5463836353186571), (1, 0.2519063727403068), (2, 0.06836114712609116), (3, 0.10207696145312502), (4, 0.031271883361820095)]
[(0, 0.489110908810286), (1, 0.02477749142492998), (2, 0.10625819142376305), (3, 0.16261633559675762), (4, 0.2172370727442633)]
[(0, 0.45504398168762117), (1, 0.27068658381811506), (2, 0.046716310490513266), (3, 0.13050876482828933), (4, 0.0970443591754612)]
[(0, 0.06175362639529743), (2, 0.6025566585940649), (3, 0.2963939426133277), (4, 0.0322423946294804)]
[(0, 0.3390776764130162), (1, 0.30318954713462776), (2, 0.03887816942081292), (3, 0.13228533364009895), (4, 0.18656927339144408)]
[(0, 0.500109458543355), (1, 0.025993125582849316), (2, 0.039240005762554014), (3, 0.4126223044869546), (4, 0.02203510562428712)]
[(0, 0.47485541263515846), (1, 0.12259440612417837), (2, 0.2816017834285187), (3, 0.11152543846120072)]
[(0, 0.09744798308818843), (1, 0.01721559235115504), (2, 0.7315151013189614), (3, 0.030336318134575865), (4, 0.12348500510711934)]
[(0, 0.18232044108341774), (1, 0.02769075818777858), (2, 0.6028030594943303), (3, 0.06138182585263216), (4, 0.12580391538184119)]
[(0, 0.2747267155927595), (1, 0.14036316782186004), (2, 0.05109081187126692), (3, 0.476313748816998), (4, 0.05750555589711546)]
[(0, 0.21697272755840621), (1, 0.14858112686558544), (2, 0.01587754450724476), (3, 0.46465238784417084), (4, 0.15391621322459267)]
[(0, 0.036148856549528915), (1, 0.03381602047335412), (2, 0.85513055718441), (3, 0.03502778952539175), (4, 0.039876776267315145)]
[(0, 0.13630336280414568), (1, 0.03688834137600524), (2, 0.08042854628593787), (3, 0.6799424921175861), (4, 0.0664372574163252)]
[(0, 0.32391351487575953), (1, 0.37861796436685585), (2, 0.021491132250595433), (3, 0.24942724223289756), (4, 0.02655014627389165)]
[(0, 0.3215523257897883), (2, 0.4251400369213971), (3, 0.1613576112280996), (4, 0.08372476899324123)]
[(0, 0.32392226099805677), (1, 0.1729222219153484), (2, 0.09571059637301443), (3, 0.28741322706758043), (4, 0.12003169364599992)]
[(0, 0.3802062015776792), (1, 0.0506482815488107), (2, 0.12345681314717274), (3, 0.35551537046313464), (4, 0.0901733332632027)]
In [136]:
lda[new]
Out[136]:
[(0, 0.49177199004794125),
 (1, 0.018533931331132018),
 (2, 0.025233131065649877),
 (3, 0.38149503923229255),
 (4, 0.08296590832298423)]
In [125]:
for (i, text),name in zip(enumerate(data_text),zulu):
    coy_name = name[:-4]
    
    print(lda[corpus[i]])
[(0, 0.9997358650857714)]
[(0, 0.2390227018551707), (1, 0.023913057480220684), (4, 0.7320345413539593)]
[(0, 0.9855569765224949), (3, 0.010441804317311166)]
[(1, 0.09090045334832761), (3, 0.9089092575437265)]
[(0, 0.12542344561431232), (3, 0.8712323760131088)]
[(4, 0.9978956410048)]
[(0, 0.4596472668232963), (3, 0.5378106936189836)]
[(1, 0.2278511057635088), (3, 0.6455002177810389), (4, 0.12042732084518168)]
[(2, 0.995613911839947)]
[(4, 0.9988868898227267)]
In [126]:
lda[corpus[7]]
Out[126]:
[(1, 0.22738786340937311), (3, 0.6452219986034642), (4, 0.12035639020024992)]
In [109]:
dictionary = gensim.corpora.Dictionary.load('dictionary.gensim')
corpus = pickle.load(open('corpus.pkl', 'rb'))
lda = gensim.models.ldamodel.LdaModel.load('model5.gensim')
import pyLDAvis.gensim
lda_display = pyLDAvis.gensim.prepare(lda, corpus, dictionary, sort_topics=False)
pyLDAvis.display(lda_display)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/pyLDAvis-2.1.1-py3.6.egg/pyLDAvis/_prepare.py:387: DeprecationWarning: 
.ix is deprecated. Please use
.loc for label based indexing or
.iloc for positional indexing

See the documentation here:
http://pandas.pydata.org/pandas-docs/stable/indexing.html#ix-indexer-is-deprecated
  topic_term_dists = topic_term_dists.ix[topic_order]
Out[109]:
In [102]:
corpus[30]
Out[102]:
[(0, 1),
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 (6, 75),
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 (1414, 6),
 (1415, 6),
 (1416, 5),
 (1419, 9),
 (1420, 17),
 (1421, 1),
 (1424, 3),
 (1428, 7),
 (1429, 2),
 (1430, 1),
 (1432, 4),
 (1433, 9),
 (1434, 21),
 (1436, 1),
 (1440, 1),
 (1441, 2),
 (1442, 3),
 (1446, 3),
 (1447, 1),
 (1448, 5),
 (1453, 1),
 (1454, 1),
 (1459, 6),
 (1462, 9),
 (1466, 6),
 (1467, 1),
 (1469, 3),
 (1471, 1),
 (1474, 7),
 (1475, 7),
 (1476, 3),
 (1477, 32),
 (1479, 2),
 (1480, 2),
 (1482, 5),
 (1484, 3),
 (1486, 1),
 (1494, 4),
 (1499, 3),
 (1502, 1),
 (1503, 1),
 (1506, 5),
 (1508, 3),
 (1510, 4),
 (1513, 24),
 (1515, 1),
 (1519, 1),
 (1520, 1),
 (1522, 1),
 (1525, 4),
 (1527, 1),
 (1528, 1),
 (1532, 13),
 (1533, 14),
 (1536, 2),
 (1538, 1),
 (1540, 2),
 (1543, 1),
 (1544, 2),
 (1545, 2),
 (1546, 4),
 (1547, 2),
 (1548, 2),
 (1550, 8),
 (1557, 2),
 (1558, 3),
 (1559, 2),
 (1561, 1),
 (1563, 1),
 (1576, 8),
 (1577, 2),
 (1578, 14),
 (1579, 8),
 (1581, 2),
 (1585, 1),
 ...]
In [107]:
lda[corpus[2]]
Out[107]:
[(0, 0.09615204729133821),
 (1, 0.1138417263191659),
 (2, 0.32063266173816457),
 (3, 0.21900720954644737),
 (4, 0.250366355104884)]
In [86]:
import re
from gensim import models, corpora
from nltk import word_tokenize
from nltk.corpus import stopwords
 
NUM_TOPICS = 10
STOPWORDS = stopwords.words('english')
 
def clean_text(text):
    tokenized_text = word_tokenize(text.lower())
    cleaned_text = [t for t in tokenized_text if t not in STOPWORDS and re.match(r'[a-zA-Z\-][a-zA-Z\-]{2,}', t)]
    return cleaned_text
 
# For gensim we need to tokenize the data and filter out stopwords
#tokenized_data = text_data

tokenized_data = []
for text in data_text:
     tokenized_data.append(clean_text(text))
 
 
# Build a Dictionary - association word to numeric id
dictionary = corpora.Dictionary(tokenized_data)
 
# Transform the collection of texts to a numerical form
corpus = [dictionary.doc2bow(text) for text in tokenized_data]
 
# Have a look at how the 20th document looks like: [(word_id, count), ...]
print(corpus[20])
# [(12, 3), (14, 1), (21, 1), (25, 5), (30, 2), (31, 5), (33, 1), (42, 1), (43, 2),  ...
 
# Build the LDA model
lda_model = models.LdaModel(corpus=corpus, num_topics=NUM_TOPICS, id2word=dictionary)
 
# Build the LSI model
lsi_model = models.LsiModel(corpus=corpus, num_topics=NUM_TOPICS, id2word=dictionary)
[(0, 2), (1, 8), (2, 2), (3, 54), (4, 377), (5, 19), (6, 190), (7, 11), (8, 7), (9, 1), (10, 1), (11, 1), (12, 3), (13, 15), (14, 233), (16, 3), (17, 35), (18, 74), (19, 66), (20, 53), (21, 56), (22, 104), (23, 2), (24, 129), (25, 189), (26, 262), (27, 64), (28, 10), (29, 65), (30, 18), (31, 18), (32, 132), (33, 277), (34, 26), (35, 12), (36, 13), (38, 32), (39, 18), (40, 10), (42, 1), (43, 6), (44, 91), (45, 42), (46, 23), (49, 3), (50, 5), (51, 9), (52, 55), (53, 37), (54, 22), (55, 30), (56, 6), (58, 6), (59, 33), (60, 45), (61, 23), (62, 23), (63, 90), (64, 36), (65, 149), (66, 26), (67, 73), (68, 54), (71, 42), (72, 3), (73, 1), (74, 5), (75, 3), (77, 49), (78, 106), (79, 3), (80, 70), (83, 2), (84, 180), (85, 10), (86, 3), (89, 38), (91, 2), (92, 1), (96, 10), (98, 210), (101, 9), (105, 118), (110, 59), (111, 12), (112, 1), (113, 6), (114, 9), (116, 33), (117, 26), (118, 77), (119, 104), (120, 21), (121, 10), (122, 16), (123, 26), (124, 27), (125, 402), (126, 12), (127, 603), (128, 586), (129, 75), (130, 5), (131, 8), (132, 19), (133, 502), (134, 116), (135, 34), (136, 10), (137, 19), (138, 46), (139, 182), (140, 41), (141, 446), (142, 1), (145, 6), (146, 513), (147, 66), (148, 195), (149, 8), (150, 105), (152, 138), (153, 112), (154, 10), (155, 16), (156, 4), (157, 8), (158, 37), (159, 93), (160, 35), (161, 164), (162, 27), (163, 29), (164, 29), (165, 96), (166, 12), (167, 42), (168, 223), (169, 28), (170, 30), (171, 6), (172, 4), (173, 636), (174, 5), (175, 13), (176, 21), (177, 47), (178, 41), (179, 69), (180, 83), (181, 73), (182, 13), (183, 13), (184, 492), (185, 900), (186, 396), (187, 82), (188, 28), (189, 5), (190, 92), (191, 114), (192, 154), (193, 5), (194, 12), (195, 131), (196, 27), (197, 5), (198, 10), (199, 26), (200, 33), (201, 4), (202, 10), (203, 2), (204, 7), (205, 16), (206, 11), (207, 71), (208, 99), (209, 29), (210, 176), (211, 27), (212, 83), (213, 162), (214, 22), (215, 48), (216, 44), (217, 58), (218, 46), (219, 6), (220, 17), (221, 11), (222, 6), (223, 34), (224, 11), (225, 265), (226, 3), (227, 3), (228, 6), (231, 8), (232, 16), (233, 2), (234, 43), (236, 8), (237, 82), (240, 45), (243, 57), (244, 18), (245, 10), (246, 425), (248, 7), (249, 63), (250, 3), (251, 2), (252, 68), (253, 15), (254, 22), (255, 64), (256, 9), (258, 379), (259, 33), (260, 9), (261, 1), (262, 26), (263, 1), (264, 6), (265, 154), (266, 446), (267, 9), (268, 1), (269, 38), (270, 1116), (271, 6), (272, 49), (273, 201), (274, 172), (275, 55), (276, 399), (277, 35), (278, 141), (279, 46), (280, 8), (281, 35), (282, 176), (283, 21), (284, 31), (285, 5), (286, 26), (287, 255), (288, 31), (289, 20), (290, 31), (291, 26), (292, 34), (293, 114), (294, 4), (295, 5), (296, 30), (297, 210), (298, 60), (299, 29), (300, 6), (301, 50), (302, 3), (303, 4), (304, 7), (305, 22), (306, 34), (307, 46), (308, 19), (309, 1), (310, 290), (311, 8), (312, 7), (313, 118), (314, 1), (317, 10), (318, 40), (319, 33), (320, 229), (321, 10), (322, 3), (323, 5), (324, 127), (325, 46), (326, 207), (328, 2), (329, 97), (330, 332), (331, 36), (332, 11), (333, 17), (334, 32), (335, 3), (336, 17), (337, 12), (338, 1218), (339, 3), (340, 33), (342, 637), (343, 1), (344, 49), (345, 209), (346, 157), (347, 120), (348, 99), (349, 39), (350, 12), (351, 22), (352, 2), (353, 2), (354, 199), (355, 157), (356, 9), (357, 36), (358, 37), (359, 53), (360, 496), (361, 57), (362, 67), (363, 250), (364, 58), (365, 1), (366, 9), (368, 30), (369, 43), (370, 211), (371, 67), (372, 176), (373, 32), (374, 167), (375, 32), (376, 102), (377, 23), (378, 40), (380, 38), (381, 1), (382, 2), (383, 7), (384, 18), (385, 10), (386, 22), (387, 1), (388, 5), (390, 162), (391, 116), (392, 3), (393, 29), (395, 3), (396, 9), (397, 2), (398, 14), (401, 3), (402, 23), (403, 32), (404, 36), (406, 2), (407, 24), (408, 343), (409, 14), (410, 60), (411, 45), (412, 87), (413, 1), (414, 48), (415, 5), (416, 7), (417, 81), (418, 256), (420, 102), (421, 169), (422, 124), (423, 8), (424, 2), (425, 35), (426, 23), (427, 4), (428, 3), (430, 17), (431, 32), (432, 2), (433, 113), (434, 73), (435, 7), (436, 9), (437, 185), (438, 4), (439, 91), (441, 25), (442, 6), (444, 43), (445, 673), (446, 23), (447, 20), (448, 192), (450, 49), (451, 84), (452, 7), (453, 35), (454, 2), (455, 38), (457, 6), (458, 2), (459, 16), (460, 35), (461, 271), (462, 17), (463, 11), (464, 14), (466, 3), (467, 62), (470, 2), (471, 12), (472, 4), (473, 27), (474, 27), (475, 124), (476, 8), (478, 145), (479, 48), (480, 70), (481, 42), (482, 90), (483, 176), (484, 93), (485, 412), (486, 87), (488, 1), (490, 50), (491, 2), (492, 15), (493, 360), (494, 7), (495, 3), (496, 51), (497, 30), (498, 6), (499, 59), (501, 171), (502, 1), (503, 12), (504, 66), (505, 15), (507, 35), (508, 254), (510, 28), (511, 24), (512, 193), (513, 34), (514, 211), (515, 36), (516, 8), (518, 1), (519, 3), (520, 418), (523, 11), (524, 64), (525, 27), (526, 185), (527, 12), (528, 22), (529, 34), (530, 952), (531, 3), (532, 36), (533, 6), (535, 11), (536, 45), (539, 8), (540, 126), (541, 18), (542, 107), (543, 8), (544, 1), (545, 3), (547, 5), (548, 159), (549, 32), (550, 299), (551, 358), (553, 1), (554, 23), (555, 4), (556, 249), (557, 6), (558, 15), (559, 46), (561, 148), (563, 7), (564, 110), (565, 40), (566, 15), (569, 41), (570, 2), (571, 3), (572, 139), (575, 2), (576, 137), (577, 8), (578, 3), (579, 55), (580, 40), (581, 51), (582, 167), (583, 10), (584, 145), (585, 11), (586, 3), (588, 129), (589, 8), (590, 6), (591, 167), (592, 27), (593, 1), (594, 23), (595, 100), (596, 26), (597, 9), (598, 134), (599, 129), (600, 48), (602, 42), (603, 13), (604, 812), (605, 72), (606, 30), (607, 10), (609, 7), (611, 90), (612, 8), (613, 14), (615, 29), (616, 3), (617, 459), (618, 20), (619, 346), (620, 4), (621, 9), (622, 194), (623, 18), (624, 17), (625, 27), (627, 67), (628, 314), (629, 33), (630, 9), (631, 24), (632, 79), (635, 7), (637, 891), (638, 23), (639, 22), (641, 188), (642, 95), (644, 48), (645, 7), (646, 31), (647, 60), (648, 95), (649, 223), (650, 75), (651, 8), (652, 33), (653, 18), (654, 124), (655, 84), (656, 91), (657, 19), (658, 41), (659, 232), (660, 1), (661, 1), (662, 1), (663, 5), (664, 27), (665, 155), (667, 170), (669, 4), (670, 31), (671, 64), (672, 164), (673, 44), (674, 1), (675, 107), (676, 6), (678, 1634), (679, 139), (680, 163), (681, 229), (682, 12), (683, 71), (684, 56), (685, 21), (686, 18), (687, 7), (688, 65), (689, 44), (690, 2), (692, 3), (693, 110), (694, 12), (695, 142), (696, 39), (697, 28), (699, 61), (701, 42), (702, 2), (703, 24), (706, 304), (707, 5), (708, 14), (709, 40), (710, 278), (712, 10), (713, 6), (714, 42), (715, 1), (716, 17), (717, 21), (718, 433), (719, 50), (720, 1), (721, 17), (723, 45), (724, 6), (725, 218), (726, 2), (728, 7), (729, 1), (730, 1), (731, 82), (732, 69), (733, 12), (734, 7), (735, 6), (736, 6), (738, 7), (739, 162), (740, 147), (741, 1), (742, 22), (744, 3), (745, 12), (746, 19), (747, 9), (748, 154), (749, 256), (750, 4), (751, 9), (752, 15), (754, 56), (755, 1), (757, 6), (758, 502), (760, 1), (762, 2), (763, 2), (764, 20), (765, 67), (766, 3), (767, 9), (768, 11), (770, 20), (771, 88), (772, 31), (773, 11), (774, 61), (775, 100), (776, 62), (777, 4), (778, 8), (779, 94), (780, 84), (781, 39), (782, 2), (783, 64), (784, 46), (785, 23), (786, 18), (787, 146), (788, 21), (789, 270), (790, 97), (791, 71), (794, 232), (795, 15), (796, 154), (797, 7), (798, 57), (799, 31), (800, 24), (801, 21), (802, 196), (803, 19), (804, 134), (805, 88), (806, 153), (807, 39), (808, 135), (809, 2), (810, 28), (811, 96), (813, 1), (814, 25), (815, 5), (816, 29), (817, 18), (818, 109), (819, 8), (821, 23), (822, 99), (823, 182), (824, 30), (825, 81), (827, 336), (829, 10), (830, 46), (833, 445), (834, 194), (835, 10), (836, 45), (838, 36), (839, 3), (840, 114), (841, 444), (842, 2), (843, 1), (844, 3), (845, 38), (846, 54), (847, 46), (849, 417), (850, 54), (851, 6), (853, 9), (854, 327), (855, 2), (856, 60), (857, 8), (859, 87), (860, 21), (861, 7), (862, 2), (863, 1), (864, 129), (865, 2), (866, 27), (867, 15), (868, 2), (869, 15), (870, 3), (871, 168), (872, 18), (873, 7), (874, 36), (875, 1), (876, 4), (877, 58), (878, 6), (879, 38), (880, 24), (881, 14), (882, 15), (883, 36), (884, 1), (886, 1), (887, 17), (888, 260), (889, 48), (890, 7), (891, 64), (892, 1), (893, 102), (894, 3), (895, 8), (896, 83), (897, 144), (898, 2), (899, 10), (900, 4), (901, 43), (902, 150), (903, 15), (904, 1), (905, 119), (906, 18), (907, 3), (908, 4), (910, 14), (911, 9), (912, 33), (913, 9), (914, 14), (915, 1), (916, 50), (917, 11), (918, 4), (919, 4), (920, 8), (922, 40), (923, 22), (924, 62), (926, 5), (928, 124), (929, 3), (930, 2), (931, 54), (932, 68), (933, 35), (934, 28), (935, 10), (936, 1), (938, 16), (939, 7), (941, 4), (942, 38), (943, 22), (944, 2), (945, 9), (946, 2), (947, 6), (948, 4), (949, 12), (950, 7), (951, 11), (953, 64), (955, 15), (956, 79), (959, 3), (960, 23), (962, 4), (964, 28), (965, 6), (966, 9), (967, 5), (968, 1), (969, 25), (970, 5), (971, 7), (972, 20), (974, 25), (975, 2), (977, 21), (978, 10), (979, 80), (980, 22), (984, 8), (985, 63), (986, 1), (987, 8), (988, 5), (989, 22), (990, 8), (991, 66), (992, 2), (993, 14), (994, 19), (995, 11), (996, 7), (997, 6), (998, 3), (999, 2), (1000, 3), (1001, 33), (1002, 15), (1003, 1), (1005, 198), (1006, 12), (1007, 3), (1008, 8), (1009, 43), (1010, 18), (1011, 3), (1012, 1), (1013, 27), (1014, 10), (1015, 52), (1017, 6), (1018, 4), (1019, 9), (1021, 9), (1022, 2), (1023, 6), (1024, 35), (1026, 7), (1027, 27), (1028, 1), (1029, 2), (1030, 210), (1031, 11), (1032, 5), (1033, 45), (1035, 27), (1036, 9), (1037, 38), (1038, 6), (1039, 11), (1040, 46), (1041, 7), (1042, 3), (1043, 9), (1044, 19), (1047, 1), (1048, 16), (1049, 9), (1050, 2), (1052, 6), (1053, 1), (1054, 439), (1055, 4), (1056, 21), (1057, 151), (1058, 6), (1059, 1), (1060, 214), (1061, 17), (1062, 63), (1063, 2), (1064, 2), (1065, 19), (1066, 24), (1067, 1), (1068, 7), (1069, 29), (1070, 13), (1071, 5), (1073, 15), (1076, 99), (1080, 80), (1081, 2), (1082, 8), (1084, 57), (1086, 2), (1087, 6), (1088, 43), (1091, 6), (1092, 4), (1095, 15), (1096, 3), (1097, 20), (1098, 59), (1099, 6), (1100, 52), (1101, 40), (1102, 52), (1103, 22), (1106, 31), (1107, 10), (1108, 8), (1109, 19), (1110, 7), (1111, 34), (1112, 12), (1113, 170), (1114, 31), (1115, 11), (1116, 2), (1117, 32), (1118, 61), (1120, 21), (1121, 5), (1123, 58), (1125, 68), (1126, 32), (1127, 31), (1129, 2), (1130, 2), (1131, 11), (1133, 12), (1134, 3), (1135, 2), (1136, 2), (1138, 11), (1139, 22), (1141, 97), (1142, 1), (1144, 49), (1145, 10), (1146, 1), (1148, 2), (1149, 1), (1152, 11), (1153, 106), (1154, 3), (1156, 56), (1158, 3), (1159, 371), (1161, 40), (1163, 1), (1164, 9), (1165, 1), (1166, 65), (1170, 75), (1171, 39), (1172, 5), (1173, 58), (1177, 26), (1178, 62), (1179, 15), (1180, 28), (1182, 13), (1183, 5), (1184, 13), (1185, 72), (1186, 112), (1188, 228), (1189, 30), (1190, 6), (1191, 43), (1192, 66), (1193, 7), (1195, 18), (1196, 4), (1198, 4), (1199, 11), (1201, 12), (1204, 37), (1205, 1), (1207, 12), (1208, 3), (1209, 6), (1210, 28), (1211, 47), (1212, 12), (1213, 1), (1214, 24), (1215, 1), (1217, 8), (1218, 22), (1219, 41), (1221, 8), (1222, 3), (1223, 2), (1225, 5), (1226, 7), (1227, 2), (1228, 13), (1231, 86), (1232, 11), (1234, 2), (1235, 32), (1236, 17), (1237, 226), (1238, 1), (1243, 3), (1245, 15), (1246, 4), (1247, 8), (1248, 10), (1249, 52), (1250, 19), (1251, 1), (1252, 4), (1255, 21), (1256, 15), (1257, 28), (1258, 32), (1259, 2), (1260, 29), (1261, 2), (1263, 57), (1264, 5), (1265, 1), (1266, 76), (1268, 22), (1269, 4), (1270, 6), (1271, 45), (1272, 11), (1273, 7), (1274, 33), (1275, 20), (1277, 64), (1278, 6), (1279, 1), (1282, 6), (1284, 8), (1285, 1), (1286, 1), (1287, 14), (1288, 5), (1289, 282), (1290, 24), (1291, 76), (1292, 172), (1293, 29), (1295, 108), (1298, 6), (1299, 19), (1300, 41), (1301, 4), (1302, 11), (1303, 34), (1304, 27), 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(20159, 1), (20160, 1), (20161, 1), (20162, 1), (20163, 1), (20164, 1), (20165, 1), (20166, 1), (20167, 3), (20168, 1), (20169, 1), (20170, 1), (20171, 2), (20172, 1), (20173, 1), (20174, 1), (20175, 1), (20176, 1), (20177, 1), (20178, 1), (20179, 1), (20180, 1), (20181, 1), (20182, 1), (20183, 1), (20184, 1), (20185, 1), (20186, 1), (20187, 1), (20188, 1), (20189, 1), (20190, 2), (20191, 1), (20192, 2), (20193, 1), (20194, 3), (20195, 1), (20196, 1), (20197, 3), (20198, 1), (20199, 1), (20200, 1), (20201, 1), (20202, 1), (20203, 1), (20204, 1), (20205, 2), (20206, 1), (20207, 1), (20208, 1), (20209, 1), (20210, 2), (20211, 1), (20212, 1), (20213, 1), (20214, 1), (20215, 1), (20216, 2), (20217, 1), (20218, 1), (20219, 1), (20220, 1), (20221, 1), (20222, 2), (20223, 1), (20224, 1), (20225, 1), (20226, 1), (20227, 1), (20228, 1), (20229, 1), (20230, 1), (20231, 1), (20232, 3), (20233, 1), (20234, 1), (20235, 1), (20236, 2), (20237, 1), (20238, 1), (20239, 1), (20240, 1), (20241, 1), (20242, 1), (20243, 2), (20244, 1), (20245, 1), (20246, 1), (20247, 1), (20248, 1), (20249, 1), (20250, 1), (20251, 1), (20252, 1), (20253, 1), (20254, 1), (20255, 1), (20256, 1), (20257, 1), (20258, 1), (20259, 1), (20260, 1), (20261, 1), (20262, 1), (20263, 2), (20264, 1), (20265, 1), (20266, 2), (20267, 1), (20268, 1), (20269, 1), (20270, 1), (20271, 1), (20272, 1), (20273, 1), (20274, 1), (20275, 1), (20276, 1), (20277, 1), (20278, 1), (20279, 1), (20280, 1), (20281, 1), (20282, 1), (20283, 1), (20284, 1), (20285, 1), (20286, 1), (20287, 3), (20288, 1), (20289, 1), (20290, 2), (20291, 1), (20292, 1), (20293, 2), (20294, 1), (20295, 1), (20296, 1), (20297, 1), (20298, 7), (20299, 2), (20300, 1)]
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
IOPub data rate exceeded.
The notebook server will temporarily stop sending output
to the client in order to avoid crashing it.
To change this limit, set the config variable
`--NotebookApp.iopub_data_rate_limit`.

Current values:
NotebookApp.iopub_data_rate_limit=1000000.0 (bytes/sec)
NotebookApp.rate_limit_window=3.0 (secs)

/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
IOPub data rate exceeded.
The notebook server will temporarily stop sending output
to the client in order to avoid crashing it.
To change this limit, set the config variable
`--NotebookApp.iopub_data_rate_limit`.

Current values:
NotebookApp.iopub_data_rate_limit=1000000.0 (bytes/sec)
NotebookApp.rate_limit_window=3.0 (secs)

/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
IOPub data rate exceeded.
The notebook server will temporarily stop sending output
to the client in order to avoid crashing it.
To change this limit, set the config variable
`--NotebookApp.iopub_data_rate_limit`.

Current values:
NotebookApp.iopub_data_rate_limit=1000000.0 (bytes/sec)
NotebookApp.rate_limit_window=3.0 (secs)

/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
IOPub data rate exceeded.
The notebook server will temporarily stop sending output
to the client in order to avoid crashing it.
To change this limit, set the config variable
`--NotebookApp.iopub_data_rate_limit`.

Current values:
NotebookApp.iopub_data_rate_limit=1000000.0 (bytes/sec)
NotebookApp.rate_limit_window=3.0 (secs)

/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
IOPub data rate exceeded.
The notebook server will temporarily stop sending output
to the client in order to avoid crashing it.
To change this limit, set the config variable
`--NotebookApp.iopub_data_rate_limit`.

Current values:
NotebookApp.iopub_data_rate_limit=1000000.0 (bytes/sec)
NotebookApp.rate_limit_window=3.0 (secs)

/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
IOPub data rate exceeded.
The notebook server will temporarily stop sending output
to the client in order to avoid crashing it.
To change this limit, set the config variable
`--NotebookApp.iopub_data_rate_limit`.

Current values:
NotebookApp.iopub_data_rate_limit=1000000.0 (bytes/sec)
NotebookApp.rate_limit_window=3.0 (secs)

/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
IOPub data rate exceeded.
The notebook server will temporarily stop sending output
to the client in order to avoid crashing it.
To change this limit, set the config variable
`--NotebookApp.iopub_data_rate_limit`.

Current values:
NotebookApp.iopub_data_rate_limit=1000000.0 (bytes/sec)
NotebookApp.rate_limit_window=3.0 (secs)

/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
IOPub data rate exceeded.
The notebook server will temporarily stop sending output
to the client in order to avoid crashing it.
To change this limit, set the config variable
`--NotebookApp.iopub_data_rate_limit`.

Current values:
NotebookApp.iopub_data_rate_limit=1000000.0 (bytes/sec)
NotebookApp.rate_limit_window=3.0 (secs)

/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
IOPub data rate exceeded.
The notebook server will temporarily stop sending output
to the client in order to avoid crashing it.
To change this limit, set the config variable
`--NotebookApp.iopub_data_rate_limit`.

Current values:
NotebookApp.iopub_data_rate_limit=1000000.0 (bytes/sec)
NotebookApp.rate_limit_window=3.0 (secs)

/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
IOPub data rate exceeded.
The notebook server will temporarily stop sending output
to the client in order to avoid crashing it.
To change this limit, set the config variable
`--NotebookApp.iopub_data_rate_limit`.

Current values:
NotebookApp.iopub_data_rate_limit=1000000.0 (bytes/sec)
NotebookApp.rate_limit_window=3.0 (secs)

/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
IOPub data rate exceeded.
The notebook server will temporarily stop sending output
to the client in order to avoid crashing it.
To change this limit, set the config variable
`--NotebookApp.iopub_data_rate_limit`.

Current values:
NotebookApp.iopub_data_rate_limit=1000000.0 (bytes/sec)
NotebookApp.rate_limit_window=3.0 (secs)

/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/gensim/models/ldamodel.py:776: DeprecationWarning: `logsumexp` is deprecated!
Importing `logsumexp` from scipy.misc is deprecated in scipy 1.0.0. Use `scipy.special.logsumexp` instead.
  score += np.sum(cnt * logsumexp(Elogthetad + Elogbeta[:, int(id)]) for id, cnt in doc)
In [87]:
print("LDA Model:")
 
for idx in range(NUM_TOPICS):
    # Print the first 10 most representative topics
    print("Topic #%s:" % idx, lda_model.print_topic(idx, 10))
 
print("=" * 20)
 
print("LSI Model:")
 
for idx in range(NUM_TOPICS):
    # Print the first 10 most representative topics
    print("Topic #%s:" % idx, lsi_model.print_topic(idx, 10))
 
print("=" * 20)
LDA Model:
Topic #0: 0.010*"year" + 0.009*"going" + 0.007*"think" + 0.006*"million" + 0.006*"would" + 0.005*"one" + 0.005*"new" + 0.005*"well" + 0.005*"quarter" + 0.005*"business"
Topic #1: 0.011*"think" + 0.008*"going" + 0.006*"year" + 0.006*"business" + 0.005*"well" + 0.005*"quarter" + 0.005*"would" + 0.004*"really" + 0.004*"good" + 0.004*"company"
Topic #2: 0.011*"think" + 0.008*"quarter" + 0.006*"going" + 0.006*"million" + 0.006*"well" + 0.006*"year" + 0.006*"really" + 0.005*"one" + 0.005*"business" + 0.005*"company"
Topic #3: 0.011*"think" + 0.008*"going" + 0.006*"year" + 0.006*"would" + 0.006*"quarter" + 0.005*"growth" + 0.005*"really" + 0.005*"one" + 0.004*"million" + 0.004*"business"
Topic #4: 0.010*"think" + 0.008*"quarter" + 0.007*"year" + 0.006*"going" + 0.006*"business" + 0.006*"really" + 0.005*"company" + 0.005*"would" + 0.005*"million" + 0.005*"time"
Topic #5: 0.010*"think" + 0.009*"year" + 0.008*"going" + 0.006*"quarter" + 0.006*"one" + 0.006*"business" + 0.006*"see" + 0.005*"well" + 0.005*"would" + 0.005*"new"
Topic #6: 0.009*"think" + 0.008*"quarter" + 0.007*"growth" + 0.006*"year" + 0.006*"going" + 0.006*"business" + 0.005*"market" + 0.005*"million" + 0.005*"really" + 0.005*"new"
Topic #7: 0.010*"think" + 0.008*"going" + 0.006*"year" + 0.005*"million" + 0.005*"see" + 0.005*"quarter" + 0.005*"well" + 0.005*"would" + 0.005*"business" + 0.005*"really"
Topic #8: 0.009*"think" + 0.008*"year" + 0.008*"quarter" + 0.007*"business" + 0.007*"going" + 0.006*"one" + 0.006*"would" + 0.005*"million" + 0.004*"well" + 0.004*"call"
Topic #9: 0.011*"think" + 0.007*"business" + 0.006*"going" + 0.006*"million" + 0.006*"year" + 0.006*"quarter" + 0.005*"see" + 0.005*"would" + 0.004*"company" + 0.004*"well"
====================
LSI Model:
Topic #0: 0.311*"think" + 0.233*"going" + 0.190*"year" + 0.178*"business" + 0.155*"really" + 0.143*"quarter" + 0.143*"one" + 0.140*"would" + 0.135*"well" + 0.131*"see"
Topic #1: -0.228*"business" + 0.185*"million" + -0.172*"customers" + 0.171*"quarter" + -0.163*"billion" + 0.162*"year" + -0.150*"think" + -0.150*"data" + 0.149*"sales" + -0.133*"service"
Topic #2: 0.258*"square" + -0.214*"year" + 0.203*"space" + 0.193*"think" + -0.189*"quarter" + 0.188*"boston" + 0.188*"building" + 0.161*"market" + -0.158*"sales" + 0.154*"development"
Topic #3: 0.260*"wells" + 0.220*"gas" + 0.216*"oil" + 0.202*"production" + 0.180*"really" + -0.148*"sales" + -0.148*"growth" + 0.144*"going" + -0.134*"business" + -0.126*"new"
Topic #4: -0.258*"billion" + 0.198*"well" + 0.170*"cisco" + -0.166*"industrial" + -0.159*"digital" + 0.155*"cloud" + 0.154*"windows" + 0.145*"wells" + -0.135*"capital" + -0.134*"year"
Topic #5: 0.299*"sales" + 0.210*"restaurant" + -0.175*"revenue" + -0.162*"clients" + -0.158*"parexel" + -0.157*"jim" + 0.144*"brand" + 0.137*"restaurants" + -0.137*"million" + 0.136*"growth"
Topic #6: -0.267*"cisco" + 0.193*"windows" + 0.169*"content" + 0.144*"joe" + 0.144*"think" + -0.141*"security" + -0.138*"data" + 0.138*"cbs" + 0.135*"microsoft" + -0.135*"services"
Topic #7: 0.275*"aflac" + 0.227*"japan" + -0.207*"growth" + 0.174*"products" + -0.170*"parexel" + -0.155*"fiscal" + -0.145*"clients" + 0.136*"quarter" + 0.130*"cisco" + -0.127*"restaurant"
Topic #8: -0.246*"windows" + 0.192*"cisco" + -0.190*"office" + 0.185*"network" + -0.178*"microsoft" + 0.168*"joe" + 0.168*"content" + 0.160*"cbs" + 0.156*"moonves" + 0.137*"ianniello"
Topic #9: -0.270*"quarter" + -0.236*"rigs" + 0.234*"aflac" + 0.205*"japan" + 0.189*"clients" + -0.186*"million" + 0.134*"going" + -0.133*"markets" + 0.119*"schwab" + -0.119*"customers"
====================

Let’s now put the models to work and transform unseen documents to their topic distribution:

In [88]:
### The topic distributions are the most important

text = "The economy is working better than ever"
bow = dictionary.doc2bow(clean_text(text))
 
print(lsi_model[bow])

print(lda_model[bow])
[(0, 0.08939764136037316), (1, 0.0005413292499215107), (2, -0.01657293409723285), (3, 0.055179868345403754), (4, -0.025520428227103216), (5, 0.022916441837271012), (6, 0.018390693206366823), (7, -0.017151410477148354), (8, 0.04545939873090345), (9, 0.040727376730133893)]
[(0, 0.020004919468491696), (1, 0.020006661191790634), (2, 0.020006003661992074), (3, 0.020006141476850505), (4, 0.020005995690186382), (5, 0.020005556602958365), (6, 0.020006062763051634), (7, 0.02000588282773098), (8, 0.020004946847205756), (9, 0.819947829469742)]
In [90]:
from nltk.tokenize import word_tokenize, sent_tokenize, RegexpTokenizer
import nltk
import re
from nltk.tokenize import word_tokenize
from nltk.stem import WordNetLemmatizer
from gensim import similarities
 
lda_index = similarities.MatrixSimilarity(lda_model[corpus])
 
# Let's perform some queries
similarities = lda_index[lda_model[bow]]
# Sort the similarities
similarities = sorted(enumerate(similarities), key=lambda item: -item[1])
 
# Top most similar documents:
print(similarities)
# [(104, 0.87591344), (178, 0.86124849), (31, 0.8604598), (77, 0.84932965), (85, 0.84843522), (135, 0.84421808), (215, 0.84184396), (353, 0.84038532), (254, 0.83498049), (13, 0.82832891)]
 
# Let's see what's the most similar document
document_id, similarity = similarities[0]
#print(data[document_id][:1000])
[(23, 0.9120795), (32, 0.801927), (18, 0.73971415), (16, 0.733251), (10, 0.63479924), (41, 0.59051186), (29, 0.5223889), (12, 0.49143296), (28, 0.43185773), (42, 0.42792377), (15, 0.37806177), (19, 0.3325194), (43, 0.22699049), (31, 0.21965666), (47, 0.20627612), (26, 0.18925717), (45, 0.17934), (21, 0.17893821), (25, 0.1512101), (9, 0.1363315), (49, 0.12743893), (20, 0.12367942), (34, 0.1092677), (5, 0.10145876), (7, 0.10041017), (1, 0.100320786), (38, 0.09296651), (27, 0.08685082), (36, 0.08406948), (40, 0.07979431), (30, 0.07754816), (8, 0.064480096), (48, 0.062521905), (13, 0.0596193), (14, 0.05933836), (37, 0.05441183), (39, 0.05381394), (22, 0.050395124), (44, 0.04646004), (24, 0.0434968), (2, 0.04096052), (33, 0.038225945), (17, 0.03718066), (11, 0.03676704), (35, 0.031795096), (46, 0.029444402), (0, 0.027372662), (4, 0.026583515), (3, 0.024908518), (6, 0.024332732)]
In [92]:
import pandas as pd
from bokeh.io import push_notebook, show, output_notebook
from bokeh.plotting import figure
from bokeh.models import ColumnDataSource, LabelSet
output_notebook()
 

### This is the scikitlearn version, I use the gensim veersio

data_text = []
for z in zulu:
    data_text.append(open(mypath + z).read())
    

from sklearn.decomposition import NMF, LatentDirichletAllocation, TruncatedSVD
from sklearn.feature_extraction.text import CountVectorizer
 
NUM_TOPICS = 5
 
vectorizer = CountVectorizer(min_df=5, max_df=0.9, 
                             stop_words='english', lowercase=True, 
                             token_pattern=r'[a-zA-Z\-][a-zA-Z\-]{2,}')
data_vectorized = vectorizer.fit_transform(data_text)
 
# Build a Latent Dirichlet Allocation Model
lda_model = LatentDirichletAllocation(n_topics=NUM_TOPICS, max_iter=10, learning_method='online')
lda_Z = lda_model.fit_transform(data_vectorized)
print(lda_Z.shape)  # (NO_DOCUMENTS, NO_TOPICS)
 
# Build a Non-Negative Matrix Factorization Model
nmf_model = NMF(n_components=NUM_TOPICS)
nmf_Z = nmf_model.fit_transform(data_vectorized)
print(nmf_Z.shape)  # (NO_DOCUMENTS, NO_TOPICS)
 
# Build a Latent Semantic Indexing Model
lsi_model = TruncatedSVD(n_components=NUM_TOPICS)
lsi_Z = lsi_model.fit_transform(data_vectorized)
print(lsi_Z.shape)  # (NO_DOCUMENTS, NO_TOPICS)
 
 
# Let's see how the first document in the corpus looks like in different topic spaces
print(lda_Z[0])
print(nmf_Z[0])
print(lsi_Z[0])
Loading BokehJS ...
/Users/dereksnow/anaconda/envs/py36/lib/python3.6/site-packages/sklearn/decomposition/online_lda.py:294: DeprecationWarning: n_topics has been renamed to n_components in version 0.19 and will be removed in 0.21
  DeprecationWarning)
(50, 5)
(50, 5)
(50, 5)
[1.21628875e-05 1.22147610e-05 1.21552393e-05 1.21753305e-05
 9.99951292e-01]
[ 0.50866738  0.          0.          0.         13.99650183]
[ 309.25058244   53.61239133    1.77875699  -44.03030109 -305.93749701]
In [80]:
def print_topics(model, vectorizer, top_n=10):
    for idx, topic in enumerate(model.components_):
        print("Topic %d:" % (idx))
        print([(vectorizer.get_feature_names()[i], topic[i])
                        for i in topic.argsort()[:-top_n - 1:-1]])
 
print("LDA Model:")
print_topics(lda_model, vectorizer)
print("=" * 20)
 
print("NMF Model:")
print_topics(nmf_model, vectorizer)
print("=" * 20)
 
print("LSI Model:")
print_topics(lsi_model, vectorizer)
print("=" * 20)
 
LDA Model:
Topic 0:
[('fiscal', 661.107025418993), ('brand', 574.9559933699196), ('bank', 454.432880856771), ('mark', 449.9733565652395), ('advertising', 443.649907961029), ('japan', 410.26355089330235), ('joe', 409.41424108834747), ('portfolio', 391.3273672345606), ('customers', 379.2234969700503), ('billion', 376.42724717009366)]
Topic 1:
[('billion', 1056.1122307478258), ('customers', 735.2166859151541), ('space', 658.6616054520415), ('portfolio', 654.4088760215134), ('square', 617.7663957072007), ('gas', 612.1185605021071), ('technology', 493.4278642030192), ('david', 493.2540633059465), ('supply', 461.4109231302114), ('rigs', 446.717230760244)]
Topic 2:
[('chris', 144.30676710411024), ('paul', 138.82222718419547), ('customers', 134.5795402905126), ('solutions', 129.5154229166029), ('john', 129.1582765201813), ('touch', 123.37217172813885), ('segment', 120.3714987227845), ('profit', 119.10996687733939), ('mobile', 115.76307873145747), ('adjusted', 113.40272268805852)]
Topic 3:
[('cloud', 699.5734304336808), ('data', 668.9040873613479), ('customers', 660.632289007201), ('clients', 602.2568895085961), ('service', 601.447613706361), ('cisco', 553.6085899180281), ('billion', 542.3295046502303), ('windows', 481.0549128153148), ('technology', 452.7098953858465), ('software', 441.16683668954727)]
Topic 4:
[('wells', 1170.2829587821723), ('production', 1071.3005399602491), ('oil', 892.012546108951), ('jim', 739.6709984960959), ('gas', 704.1600693658809), ('drilling', 570.6556322377048), ('barrels', 498.22901579047897), ('billion', 485.8433884886586), ('morning', 445.8316866062184), ('plays', 415.6873929788294)]
====================
NMF Model:
Topic 0:
[('billion', 24.063277280097303), ('customers', 13.258332546612252), ('digital', 13.107258476905104), ('industrial', 11.957594430907287), ('gas', 11.59733105526005), ('jeff', 10.693080021932435), ('power', 10.658596093143668), ('technology', 9.666545734721431), ('service', 9.385246213222054), ('orders', 9.071006450851401)]
Topic 1:
[('square', 14.965389117306632), ('space', 12.476977850180855), ('boston', 10.843642974702867), ('feet', 9.360726770560484), ('properties', 7.506396698206092), ('office', 6.834763479854155), ('york', 6.558059540789781), ('buildings', 6.229884374403801), ('doug', 6.2225850333801915), ('san', 5.941611011984858)]
Topic 2:
[('wells', 16.16178369372194), ('production', 12.553741782534944), ('oil', 11.871940994796393), ('gas', 10.140415554656514), ('drilling', 8.07729607411316), ('plays', 6.614727916567683), ('barrels', 6.601835328057444), ('marcellus', 6.282380871883016), ('rigs', 5.396148757086171), ('acreage', 5.220003921834554)]
Topic 3:
[('cisco', 14.488268537052567), ('cloud', 13.097002170208118), ('customers', 11.874622279329905), ('data', 11.22268936148805), ('service', 9.529563637017572), ('security', 8.529846519521193), ('software', 8.014054581965295), ('windows', 7.978391592022916), ('enterprise', 7.169652454592079), ('network', 6.944460725527031)]
Topic 4:
[('clients', 7.20396177252889), ('fiscal', 6.6386780486559065), ('brand', 5.740721924564288), ('restaurant', 4.57066436643301), ('japan', 4.289038975080164), ('joe', 4.1888608369290266), ('jim', 4.183607850418157), ('portfolio', 3.7116385039342426), ('client', 3.704446829303653), ('money', 3.692748975517763)]
====================
LSI Model:
Topic 0:
[('billion', 0.30532210552790795), ('customers', 0.22415401892089026), ('service', 0.1728276341271612), ('data', 0.1712120478383054), ('technology', 0.15383185174375624), ('gas', 0.14725919892764175), ('world', 0.14221293581327019), ('digital', 0.13406329071443882), ('portfolio', 0.1288184534231314), ('space', 0.11925340903423377)]
Topic 1:
[('square', 0.34561748545428206), ('boston', 0.24754863706516672), ('space', 0.24523692877484646), ('feet', 0.2263002623850589), ('properties', 0.1815393522278406), ('york', 0.1536172566220629), ('doug', 0.1466811075575702), ('buildings', 0.1428647953894741), ('office', 0.13572500716504288), ('san', 0.13536659846407026)]
Topic 2:
[('wells', 0.36263899812473543), ('production', 0.2877544114587393), ('oil', 0.2848349261148619), ('gas', 0.27208335930677535), ('drilling', 0.1830108330578529), ('barrels', 0.15210001491405456), ('marcellus', 0.1433092127238455), ('plays', 0.1432911397726608), ('rigs', 0.12288496009685226), ('acreage', 0.11809540474915048)]
Topic 3:
[('billion', 0.30280263582832534), ('industrial', 0.21281128418711998), ('digital', 0.20305513001441994), ('power', 0.1676164054394864), ('jeff', 0.1596090804964614), ('orders', 0.15059710988218591), ('healthcare', 0.12058114553137597), ('equipment', 0.09608926903843598), ('electric', 0.09384411758655768), ('china', 0.08728096991450437)]
Topic 4:
[('cisco', 0.2600232140999736), ('data', 0.14357276357722745), ('security', 0.14182983855739667), ('wells', 0.12806917937486234), ('cloud', 0.1267606926519819), ('square', 0.12309145428964567), ('customers', 0.12256185192547345), ('oil', 0.10145706894145079), ('gas', 0.09865094922442144), ('software', 0.09771579624871608)]
====================
In [81]:
## Selecting the first company, finding the most similar document
new = open(mypath +[ rrr[i] for i in sorted(random.sample(range(len(rrr)), 1)) ][0]).read()

x = nmf_model.transform(vectorizer.transform([new]))[0]

print(x)

from sklearn.metrics.pairwise import euclidean_distances
 
def most_similar(x, Z, top_n=5):
    dists = euclidean_distances(x.reshape(1, -1), Z)
    pairs = enumerate(dists[0])
    most_similar = sorted(pairs, key=lambda item: item[1])[:top_n]
    return most_similar
 
    

similarities = most_similar(x, nmf_Z)
document_id, similarity = similarities[0]
#print(data[document_id][:1000])
[0.37676616 0.00693359 0.         1.61162872 0.92166224]
In [82]:
document_id
Out[82]:
43
In [ ]:
#### This is not waht you really want - it plots document similarity instead of word similarities. 
In [73]:
import pandas as pd
from bokeh.io import push_notebook, show, output_notebook
from bokeh.plotting import figure
from bokeh.models import ColumnDataSource, LabelSet
output_notebook()

svd = TruncatedSVD(n_components=2)
documents_2d = svd.fit_transform(data_vectorized)
 
df = pd.DataFrame(columns=['x', 'y', 'document'])
df['x'], df['y'], df['document'] = documents_2d[:,0], documents_2d[:,1], range(len(data_text))
 
source = ColumnDataSource(ColumnDataSource.from_df(df))
labels = LabelSet(x="x", y="y", text="document", y_offset=8,
                  text_font_size="8pt", text_color="#555555",
                  source=source, text_align='center')
 
plot = figure(plot_width=600, plot_height=600)
plot.circle("x", "y", size=12, source=source, line_color="black", fill_alpha=0.8)
plot.add_layout(labels)
show(plot, notebook_handle=True)
Loading BokehJS ...
Out[73]:

<Bokeh Notebook handle for In[73]>

In [76]:
df.head()
Out[76]:
x y document
0 309.250634 53.588877 0
1 96.703814 23.427529 1
2 111.904582 -1.308911 2
3 18.580488 -1.697375 3
4 196.044731 -14.696737 4
In [77]:
## Interesting, I am not sure if this specifically is formalised
svd = TruncatedSVD(n_components=2)
words_2d = svd.fit_transform(data_vectorized.T)
 
df = pd.DataFrame(columns=['x', 'y', 'word'])
df['x'], df['y'], df['word'] = words_2d[:,0], words_2d[:,1], vectorizer.get_feature_names()
 
source = ColumnDataSource(ColumnDataSource.from_df(df))
labels = LabelSet(x="x", y="y", text="word", y_offset=8,
                  text_font_size="8pt", text_color="#555555",
                  source=source, text_align='center')
 
plot = figure(plot_width=600, plot_height=600)
plot.circle("x", "y", size=12, source=source, line_color="black", fill_alpha=0.8)
plot.add_layout(labels)
show(plot, notebook_handle=True)
Out[77]:

<Bokeh Notebook handle for In[77]>